{
  "cards": [
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Marvell Technology主要经营数据中心、网络、存储和定制芯片，收入受AI基础设施需求驱动。行业地位：Marvell Technology是半导体赛道的超核心公司，可比/竞争公司包括Monolithic Power Systems、NXP Semiconductors、Teradyne、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Stock Market Today: Dow Falls With U.S.-Iran Talks 'Continuing'; AI Name Marvell Tech Soars By 19% (Live Coverage)",
      "evidence_summary": "MRVL moved +21.9% in the latest session, +22.1% relative to benchmark, with volume at 0.9x its 20-day average. Reliable catalyst source: E0867.",
      "facts": [
        {
          "claim": "MRVL moved +21.9% in the latest session, +22.1% relative to benchmark, with volume at 0.9x its 20-day average.",
          "source_id": "E0071",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Stock Market Today: Dow Falls With U.S.-Iran Talks 'Continuing'; AI Name Marvell Tech Soars By 19% (Live Coverage)",
          "source_id": "E0867",
          "timestamp": "2026-06-02T13:11:09+00:00"
        },
        {
          "claim": "Marvell Rises After AI Switch Launch",
          "source_id": "E0868",
          "timestamp": "2026-06-02T12:21:49+00:00"
        },
        {
          "claim": "Broadcom Stock Gets a Double Boost From Google and Marvell",
          "source_id": "E0869",
          "timestamp": "2026-06-02T12:17:00+00:00"
        },
        {
          "claim": "Marvell Stock Soars 21%. Why Nvidia CEO Says It Will Hit $1 Trillion.",
          "source_id": "E0870",
          "timestamp": "2026-06-02T11:43:00+00:00"
        },
        {
          "claim": "MRVL fundamentals snapshot: PE 75.97; market cap/assets $191.96B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%.",
          "source_id": "E1750",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "market_cap": "$191.96B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "75.97",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +22.1% suggests attention shifted faster than the benchmark on the latest session.",
        "Crowding risk is high enough to block chase-style activation."
      ],
      "invalidation": "Attention thesis weakens if price closes below 219.43 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MRVL",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 267.36,
        "previous_close": 219.43,
        "change": 47.93000000000001,
        "change_pct": 0.21842956751583653,
        "change_5d_pct": 0.2837799243830488,
        "change_20d_pct": 0.6336306612334466,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRVL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "regular_open_gap_up_gt_7pct",
        "breakout_20d",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Crowding is the primary risk; platform action should prevent chase behavior.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 4,
        "expectation_gap": 1,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 1,
        "time_sensitivity": 4,
        "total": 67,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 9
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0071",
        "E0867",
        "E0868",
        "E0869",
        "E0870",
        "E1750"
      ],
      "stage": "crowded",
      "theme": "geopolitical risk",
      "ticker": "MRVL",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Avoid Chase",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Hewlett Packard Enterprise 向企业销售服务器、存储、网络、边缘计算和混合云基础设施，并通过 GreenLake 提供按用量付费服务。行业地位：企业 IT 基础设施重要厂商，核心变量是 AI 服务器、网络设备需求、企业资本开支和利润率。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-06-01",
      "evidence_summary": "HPE moved +27.0% in the latest session, +27.2% relative to benchmark, with volume at 1.1x its 20-day average. Reliable catalyst source: E1210.",
      "facts": [
        {
          "claim": "HPE moved +27.0% in the latest session, +27.2% relative to benchmark, with volume at 1.1x its 20-day average.",
          "source_id": "E0211",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-06-01",
          "source_id": "E1210",
          "timestamp": "2026-06-01T16:09:22+00:00"
        },
        {
          "claim": "HPE Stock Set For Another Record High Following Strong AI-Driven Quarter – This Analyst Says Shares Deserve Higher Multiple",
          "source_id": "E1211",
          "timestamp": "2026-06-02T12:59:05+00:00"
        },
        {
          "claim": "HPE Stock Surges On Fiscal Q2 Earnings Beat, Raised Guidance, Fiscal 2027 Outlook",
          "source_id": "E1212",
          "timestamp": "2026-06-02T12:45:59+00:00"
        },
        {
          "claim": "Billionaire Paul Singer Was Right About Hewlett Packard Enterprise (HPE)",
          "source_id": "E1213",
          "timestamp": "2026-06-02T12:39:29+00:00"
        },
        {
          "claim": "HPE stock explodes for one simple reason: It's finally seen as an AI play",
          "source_id": "E1214",
          "timestamp": "2026-06-02T13:15:22+00:00"
        },
        {
          "claim": "HPE fundamentals snapshot: PE 41.70; market cap/assets $62.46B; revenue scale $38.88B; revenue QoQ 14.80%; revenue YoY 23.21%; gross margin -31.28%; net margin 5.66%; ROIC 2.69%.",
          "source_id": "E1751",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Hewlett Packard Enterprise Company, together with its subsidiaries, develops intelligent solutions in the United States, the Americas, Europe, the Middle East, Africa, the Asia Pacific, Japan, and internationally. It operates in five segments: Server, Hybrid Cloud, Networking, F...",
        "gross_margin": "-31.28%",
        "market_cap": "$62.46B",
        "name": "Hewlett Packard Enterprise Company",
        "net_margin": "5.66%",
        "pe_ratio": "41.70",
        "revenue_growth_qoq": "14.80%",
        "revenue_growth_yoy": "23.21%",
        "revenue_scale": "$38.88B",
        "roic": "2.69%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hpe/",
        "ticker": "HPE",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +27.2% suggests attention shifted faster than the benchmark on the latest session.",
        "Crowding risk is high enough to block chase-style activation."
      ],
      "invalidation": "Attention thesis weakens if price closes below 47.00 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading momentum, but the move is already crowded.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "HPE",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 59.42,
        "previous_close": 47.065,
        "change": 12.355000000000004,
        "change_pct": 0.2625092956549453,
        "change_5d_pct": 0.5612190713607956,
        "change_20d_pct": 1.0696622046266926,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/HPE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Crowding is the primary risk; platform action should prevent chase behavior.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 4,
        "expectation_gap": 1,
        "price_action": 22,
        "price_confirmation": 4,
        "risk_reward": 1,
        "time_sensitivity": 4,
        "total": 66,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 10
      },
      "setup_type": "avoid_chase",
      "source_ids": [
        "E0211",
        "E1210",
        "E1211",
        "E1212",
        "E1213",
        "E1214",
        "E1751"
      ],
      "stage": "crowded",
      "theme": "regulatory or policy catalyst",
      "ticker": "HPE",
      "trading_hypothesis": "Research path: wait for pullback, volume normalization, or a second reliable catalyst before upgrading action."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "S",
      "business_summary": "业务：Intuit 向个人纳税人、自由职业者、小企业、会计师和金融机构销售税务申报、记账、工资发放、收款、现金流管理、营销自动化和个人金融工具。TurboTax 通过在线报税、专家辅助报税和小企业税务服务收费；QuickBooks 通过订阅、工资服务、支付处理和会计师渠道收费；Credit Karma 通过信用卡、贷款、保险等金融产品匹配获得合作方付费，Mailchimp 则面向小企业提供邮件营销和客户关系工具。行业地位：Intuit 在美国个人报税和小企业会计软件中处于领先位置，护城河来自税务规则知识、会计师生态、客户历史数据、品牌信任和高切换成本。关键经营变量包括美国报税季表现、免费报税政策和监管审查、QuickBooks Online 用户增长、工资和支付渗透率、AI 助手对报税与记账流程的改造、Credit Karma 金融产品匹配质量，以及小企业开工率和信贷环境。",
      "core_catalyst": "Here Are Tuesday’s Top Wall Street Analyst Research Calls: CoreWeave, Danaher, Hewlett Packard Enterprise, Intuit, Knight-Swift, Meta Platforms, Starwood Property Trust, Tripadvisor, and More",
      "evidence_summary": "INTU moved -8.7% in the latest session, -8.5% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0932.",
      "facts": [
        {
          "claim": "INTU moved -8.7% in the latest session, -8.5% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0092",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Here Are Tuesday’s Top Wall Street Analyst Research Calls: CoreWeave, Danaher, Hewlett Packard Enterprise, Intuit, Knight-Swift, Meta Platforms, Starwood Property Trust, Tripadvisor, and More",
          "source_id": "E0932",
          "timestamp": "2026-06-02T12:11:52+00:00"
        },
        {
          "claim": "Goldman Sachs Downgrades Intuit as AI Tax Rivals Intensify Competitive Pressure (INTU)",
          "source_id": "E0933",
          "timestamp": "2026-06-02T10:46:54+00:00"
        },
        {
          "claim": "Rothschild & Co Redburn Adjusts Price Target on Intuit to $600 From $700, Maintains Buy Rating",
          "source_id": "E0934",
          "timestamp": "2026-06-02T09:44:49+00:00"
        },
        {
          "claim": "Intuit dips as Goldman cuts to Sell on heightened tax competition",
          "source_id": "E0935",
          "timestamp": "2026-06-02T11:00:36+00:00"
        },
        {
          "claim": "INTU fundamentals snapshot: PE 21.11; market cap/assets $96.77B; revenue scale $20.93B; revenue QoQ 84.00%; revenue YoY 15.07%; gross margin 84.45%; net margin 35.80%; ROIC 14.61%.",
          "source_id": "E1752",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Intuit Inc. provides financial management, payments and capital, compliance, and marketing products and services in the United States. The company operates in four segments: Global Business Solutions, Consumer, Credit Karma, and ProTax. The Global Business Solutions segment prov...",
        "gross_margin": "84.45%",
        "market_cap": "$96.77B",
        "name": "Intuit Inc.",
        "net_margin": "35.80%",
        "pe_ratio": "21.11",
        "revenue_growth_qoq": "84.00%",
        "revenue_growth_yoy": "15.07%",
        "revenue_scale": "$20.93B",
        "roic": "14.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intu/",
        "ticker": "INTU",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -8.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 353.76 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "INTU",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 322.58,
        "previous_close": 353.76,
        "change": -31.180000000000007,
        "change_pct": -0.08813885119855269,
        "change_5d_pct": 0.059898122329210546,
        "change_20d_pct": -0.20740065421698817,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/INTU?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0092",
        "E0932",
        "E0933",
        "E0934",
        "E0935",
        "E1752"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "INTU",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Lumentum Holdings主要经营光通信器件、激光器和光子产品，服务数据中心、通信和工业客户。行业地位：Lumentum Holdings是通信设备赛道的核心公司，可比/竞争公司包括Motorola Solutions、Nokia Oyj、Ubiquiti、Telefonaktiebolaget LM Ericsson (publ)。关键变量主要是运营商资本开支、数据中心互联、AI网络需求、库存周期、价格竞争和地缘供应链。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-05-29",
      "evidence_summary": "LITE moved +6.9% in the latest session, +7.1% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1068.",
      "facts": [
        {
          "claim": "LITE moved +6.9% in the latest session, +7.1% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0148",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-05-29",
          "source_id": "E1068",
          "timestamp": "2026-06-01T06:01:42+00:00"
        },
        {
          "claim": "Lumentum Holdings Insider Sold Shares Worth $3,440,000, According to a Recent SEC Filing",
          "source_id": "E1069",
          "timestamp": "2026-06-02T07:17:15+00:00"
        },
        {
          "claim": "Assessing Lumentum Holdings (LITE) Valuation After A Recent 6% Share Price Move",
          "source_id": "E1070",
          "timestamp": "2026-06-02T06:08:48+00:00"
        },
        {
          "claim": "Applied Optoelectronics Is Up 439% in 2026: Is It Outperforming Other Optics Stocks Like Lumentum and Coherent?",
          "source_id": "E1071",
          "timestamp": "2026-06-01T19:15:47+00:00"
        },
        {
          "claim": "Lumentum's AI Laser Chip Momentum Builds: More Upside Ahead?",
          "source_id": "E1072",
          "timestamp": "2026-06-01T16:58:00+00:00"
        },
        {
          "claim": "LITE fundamentals snapshot: PE 147.51; market cap/assets $64.89B; revenue scale $2.49B; revenue QoQ 21.47%; revenue YoY 68.98%; gross margin 44.16%; net margin 17.84%; ROIC 3.37%.",
          "source_id": "E1753",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Lumentum Holdings Inc. manufactures and sells optical and photonic products in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It operates through two segments, Cloud & Networking and Industrial Tech. The Cloud & Networking segment offers optical and photoni...",
        "gross_margin": "44.16%",
        "market_cap": "$64.89B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "17.84%",
        "pe_ratio": "147.51",
        "revenue_growth_qoq": "21.47%",
        "revenue_growth_yoy": "68.98%",
        "revenue_scale": "$2.49B",
        "roic": "3.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +7.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 905.00 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "LITE",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 971.42,
        "previous_close": 905.0,
        "change": 66.41999999999996,
        "change_pct": 0.07339226519337005,
        "change_5d_pct": 0.06654516595543525,
        "change_20d_pct": -0.004876142424035779,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LITE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0148",
        "E1068",
        "E1069",
        "E1070",
        "E1071",
        "E1072",
        "E1753"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "LITE",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Strategy主要经营企业分析软件，并持有大量比特币作为公司财务资产和资本配置核心。行业地位：Strategy是应用软件赛道的核心公司，可比/竞争公司包括Shopify、ServiceNow、Datadog、Snowflake。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "SEC 4 filing: 4 2026-05-28",
      "evidence_summary": "MSTR moved -6.0% in the latest session, -5.8% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1131.",
      "facts": [
        {
          "claim": "MSTR moved -6.0% in the latest session, -5.8% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0174",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-28",
          "source_id": "E1131",
          "timestamp": "2026-06-01T17:51:21+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-05-30",
          "source_id": "E1132",
          "timestamp": "2026-06-01T08:00:16+00:00"
        },
        {
          "claim": "Bitcoin Drops Below $70K: Analyst Says Strategy ‘Slayed The Sacred Cow’ With Rare BTC Sale",
          "source_id": "E1133",
          "timestamp": "2026-06-02T09:20:33+00:00"
        },
        {
          "claim": "Strategy’s About Face on Bitcoin",
          "source_id": "E1134",
          "timestamp": "2026-06-02T11:14:07+00:00"
        },
        {
          "claim": "MSTR fundamentals snapshot: PE n/a; market cap/assets $49.51B; revenue scale $490.47M; revenue QoQ 1.07%; revenue YoY 6.79%; gross margin 67.06%; net margin -10090.64%; ROIC 0.85%.",
          "source_id": "E1754",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Strategy Inc, together with its subsidiaries, operates as a bitcoin treasury company in the United States, Europe, the Middle East, Africa, and internationally. It offers investors varying degrees of economic exposure to Bitcoin by offering a range of securities, including equit...",
        "gross_margin": "67.06%",
        "market_cap": "$49.51B",
        "name": "Strategy Inc",
        "net_margin": "-10090.64%",
        "pe_ratio": null,
        "revenue_growth_qoq": "1.07%",
        "revenue_growth_yoy": "6.79%",
        "revenue_scale": "$490.47M",
        "roic": "0.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mstr/",
        "ticker": "MSTR",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -5.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 149.78 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MSTR",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 140.65,
        "previous_close": 149.78,
        "change": -9.129999999999995,
        "change_pct": -0.06095606890105487,
        "change_5d_pct": -0.1205527015490252,
        "change_20d_pct": -0.23476606276011225,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MSTR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 58,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0174",
        "E1131",
        "E1132",
        "E1133",
        "E1134",
        "E1754"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "MSTR",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Alphabet 以 Google 生态为基础，收入来自搜索广告、展示广告、YouTube 广告与订阅、Google Play 分成、Pixel 等硬件，以及 Google Cloud 的云计算、数据分析、安全、Workspace 和 AI 平台服务。客户覆盖广告主、内容创作者、企业云客户、开发者和消费者，关键资产包括搜索入口、YouTube 流量、Android 生态、全球数据中心、TPU/AI 模型能力和广告竞价系统。行业地位：全球搜索和数字广告的核心平台之一，也是云计算和生成式 AI 的重要竞争者。经营与股价真正敏感的变量包括搜索广告转化率、AI 对搜索入口的替代或增强、YouTube 变现效率、Google Cloud 利润率、监管和反垄断处罚、隐私政策变化、AI 算力资本开支回报。",
      "core_catalyst": "Alphabet raises $80 billion in stock to fund AI infrastructure",
      "evidence_summary": "GOOGL moved -4.2% in the latest session, -4.0% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0618.",
      "facts": [
        {
          "claim": "GOOGL moved -4.2% in the latest session, -4.0% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0014",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Alphabet raises $80 billion in stock to fund AI infrastructure",
          "source_id": "E0618",
          "timestamp": "2026-06-02T11:49:07+00:00"
        },
        {
          "claim": "Broadcom Advances as Alphabet’s $80 Billion AI Capital Raise Highlights Infrastructure Demand (AVGO)",
          "source_id": "E0619",
          "timestamp": "2026-06-02T11:07:36+00:00"
        },
        {
          "claim": "Alphabet plans $80bn equity raise as Berkshire invests $10bn",
          "source_id": "E0620",
          "timestamp": "2026-06-02T11:56:43+00:00"
        },
        {
          "claim": "Oracle Shares Retreat as Investors Assess AI Spending Implications After Alphabet Fundraising Plan (ORCL)",
          "source_id": "E0621",
          "timestamp": "2026-06-02T11:04:42+00:00"
        },
        {
          "claim": "Broadcom Jumps 6% on Alphabet $80B AI Raise, Marvell Soars 18% on Jensen Huang’s $1T Endorsement",
          "source_id": "E0622",
          "timestamp": "2026-06-02T13:25:41+00:00"
        },
        {
          "claim": "If You Invested $1,000 in Alphabet 15 Years ago, This Is How Much You Have Now (and It’s a Masterclass in 1 Vital Investing Lesson)",
          "source_id": "E0623",
          "timestamp": "2026-06-02T13:23:34+00:00"
        },
        {
          "claim": "GOOGL fundamentals snapshot: PE 28.46; market cap/assets $4.56T; revenue scale $422.57B; revenue QoQ -3.51%; revenue YoY 17.47%; gross margin 62.45%; net margin 56.94%; ROIC 19.63%.",
          "source_id": "E1755",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Alphabet Inc. offers various products and platforms in the United States, Europe, the Middle East, Africa, the Asia-Pacific, Canada, and Latin America. It operates through Google Services, Google Cloud, and Other Bets segments. The Google Services segment provides products and s...",
        "gross_margin": "62.45%",
        "market_cap": "$4.56T",
        "name": "Alphabet Inc.",
        "net_margin": "56.94%",
        "pe_ratio": "28.46",
        "revenue_growth_qoq": "-3.51%",
        "revenue_growth_yoy": "17.47%",
        "revenue_scale": "$422.57B",
        "roic": "19.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/googl/",
        "ticker": "GOOGL",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 376.37 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "GOOGL",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 359.855,
        "previous_close": 376.37,
        "change": -16.514999999999986,
        "change_pct": -0.043879692855434804,
        "change_5d_pct": -0.07463743190282834,
        "change_20d_pct": -0.06104370515329416,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GOOGL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 58,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0014",
        "E0618",
        "E0619",
        "E0620",
        "E0621",
        "E0622",
        "E0623",
        "E1755"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "GOOGL",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：GOOG 对应 Alphabet 无投票权 C 类股，经济权益与公司业务一致。公司依托 Google 搜索、Chrome、Android、YouTube、Maps、Gmail 和 Play 等产品获取用户流量，通过广告、订阅、应用分成、云服务、硬件和企业软件变现，并持续投入 Gemini、TPU、自动驾驶 Waymo 和生命科学等长期项目。行业地位：Alphabet 仍是全球互联网流量入口和广告技术链条中的关键公司，云和 AI 决定第二增长曲线。影响经营与股价的变量包括搜索份额、广告预算周期、AI 搜索成本与商业化、云合同增长、监管案件结果、内容版权成本、长期项目商业化进度。",
      "core_catalyst": "Alphabet raises $80 billion in stock to fund AI infrastructure",
      "evidence_summary": "GOOG moved -4.2% in the latest session, -4.0% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0624.",
      "facts": [
        {
          "claim": "GOOG moved -4.2% in the latest session, -4.0% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0015",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Alphabet raises $80 billion in stock to fund AI infrastructure",
          "source_id": "E0624",
          "timestamp": "2026-06-02T11:49:07+00:00"
        },
        {
          "claim": "Broadcom Advances as Alphabet’s $80 Billion AI Capital Raise Highlights Infrastructure Demand (AVGO)",
          "source_id": "E0625",
          "timestamp": "2026-06-02T11:07:36+00:00"
        },
        {
          "claim": "Alphabet plans $80bn equity raise as Berkshire invests $10bn",
          "source_id": "E0626",
          "timestamp": "2026-06-02T11:56:43+00:00"
        },
        {
          "claim": "Oracle Shares Retreat as Investors Assess AI Spending Implications After Alphabet Fundraising Plan (ORCL)",
          "source_id": "E0627",
          "timestamp": "2026-06-02T11:04:42+00:00"
        },
        {
          "claim": "Broadcom Jumps 6% on Alphabet $80B AI Raise, Marvell Soars 18% on Jensen Huang’s $1T Endorsement",
          "source_id": "E0628",
          "timestamp": "2026-06-02T13:25:41+00:00"
        },
        {
          "claim": "If You Invested $1,000 in Alphabet 15 Years ago, This Is How Much You Have Now (and It’s a Masterclass in 1 Vital Investing Lesson)",
          "source_id": "E0629",
          "timestamp": "2026-06-02T13:23:34+00:00"
        },
        {
          "claim": "GOOG fundamentals snapshot: PE 28.18; market cap/assets $4.51T; revenue scale $422.57B; revenue QoQ -3.51%; revenue YoY 17.47%; gross margin 62.45%; net margin 56.94%; ROIC 19.63%.",
          "source_id": "E1756",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Alphabet Inc. offers various products and platforms in the United States, Europe, the Middle East, Africa, the Asia-Pacific, Canada, and Latin America. It operates through Google Services, Google Cloud, and Other Bets segments. The Google Services segment provides products and s...",
        "gross_margin": "62.45%",
        "market_cap": "$4.51T",
        "name": "Alphabet Inc.",
        "net_margin": "56.94%",
        "pe_ratio": "28.18",
        "revenue_growth_qoq": "-3.51%",
        "revenue_growth_yoy": "17.47%",
        "revenue_scale": "$422.57B",
        "roic": "19.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/goog/",
        "ticker": "GOOG",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 372.58 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "GOOG",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 356.355,
        "previous_close": 372.58,
        "change": -16.224999999999966,
        "change_pct": -0.04354769445488205,
        "change_5d_pct": -0.07401776480862632,
        "change_20d_pct": -0.061334458302559014,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GOOG?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 58,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0015",
        "E0624",
        "E0625",
        "E0626",
        "E0627",
        "E0628",
        "E0629",
        "E1756"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "GOOG",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：STMicroelectronics主要经营汽车、工业、功率、模拟和微控制器半导体。行业地位：STMicroelectronics是半导体赛道的核心公司，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、Teradyne。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "STMicro Raises Data Centre Revenue Forecast to $1 Billion as AI Demand Accelerates (STM)",
      "evidence_summary": "STM moved +11.0% in the latest session, +11.2% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1138.",
      "facts": [
        {
          "claim": "STM moved +11.0% in the latest session, +11.2% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0177",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "STMicro Raises Data Centre Revenue Forecast to $1 Billion as AI Demand Accelerates (STM)",
          "source_id": "E1138",
          "timestamp": "2026-06-02T10:24:36+00:00"
        },
        {
          "claim": "STMicroelectronics Shares Rally After Chip Maker Raises Data-Center Revenue Target",
          "source_id": "E1139",
          "timestamp": "2026-06-02T07:59:00+00:00"
        },
        {
          "claim": "STMicroelectronics Lifts 2026 Data Center Revenue Target",
          "source_id": "E1140",
          "timestamp": "2026-06-02T07:43:50+00:00"
        },
        {
          "claim": "European stocks rise as STMicroelectronics' forecasts lift tech stocks ",
          "source_id": "E1141",
          "timestamp": "2026-06-02T07:34:49+00:00"
        },
        {
          "claim": "STM fundamentals snapshot: PE 416.57; market cap/assets $50.82B; revenue scale $12.38B; revenue QoQ -7.0%; revenue YoY 22.96%; gross margin 33.76%; net margin 1.39%; ROIC 0.33%.",
          "source_id": "E1757",
          "timestamp": "2026-06-02T13:41:24.511408+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "STMicroelectronics N.V., together with its subsidiaries, designs, develops, manufactures, and sells semiconductor products in Europe, the Middle East, Africa, the Americas, and the Asia Pacific. The company operates through Analog products, MEMS and Sensors Group (AM&S); Power a...",
        "gross_margin": "33.76%",
        "market_cap": "$50.82B",
        "name": "STMicroelectronics N.V.",
        "net_margin": "1.39%",
        "pe_ratio": "416.57",
        "revenue_growth_qoq": "-7.0%",
        "revenue_growth_yoy": "22.96%",
        "revenue_scale": "$12.38B",
        "roic": "0.33%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stm/",
        "ticker": "STM",
        "timestamp": "2026-06-02T13:41:24.511408+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +11.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 69.02 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "STM",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 76.6,
        "previous_close": 69.02,
        "change": 7.579999999999998,
        "change_pct": 0.10982323964068375,
        "change_5d_pct": 0.08360443279786889,
        "change_20d_pct": 0.3894431074898357,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/STM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 55,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0177",
        "E1138",
        "E1139",
        "E1140",
        "E1141",
        "E1757"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "STM",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：AST SpaceMobile 试图用低轨卫星网络让普通手机在没有地面基站覆盖的区域直接接入语音和数据服务，业务重心包括卫星制造、在轨通信能力建设以及与移动运营商的合作。客户不是终端用户直销为主，而是移动运营商及其覆盖补盲需求，回款前景依赖接入合作、容量使用、漫游和批发式通信服务。关键资产是大尺寸通信卫星、与运营商共享的频谱接入方案、专利体系以及天地一体网络设计。行业地位：在卫星直连手机这个新赛道，AST 的路径是与运营商深度绑定，并强调对现有手机的兼容性。竞争者包括 Starlink 的 direct-to-cell、Lynk Global 和各类天地融合通信方案，关键经营变量是卫星发射节奏、监管许可、链路性能、资本开支能力以及运营商签约落地速度。",
      "core_catalyst": "Bank of America and New Street Research Maintain Neutral Stance on AST SpaceMobile (ASTS) Amid Launch Delays",
      "evidence_summary": "ASTS moved +6.9% in the latest session, +7.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1325.",
      "facts": [
        {
          "claim": "ASTS moved +6.9% in the latest session, +7.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0271",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Bank of America and New Street Research Maintain Neutral Stance on AST SpaceMobile (ASTS) Amid Launch Delays",
          "source_id": "E1325",
          "timestamp": "2026-06-02T09:37:47+00:00"
        },
        {
          "claim": "Nasdaq, S&P 500 Futures Edge Lower Despite AI Momentum As Iran Risks Linger: Why HPE, MRVL, INTC, TSLA, SPCE, ASTS Are In Focus",
          "source_id": "E1326",
          "timestamp": "2026-06-02T08:46:54+00:00"
        },
        {
          "claim": "AST SpaceMobile Shares Fall After Deutsche Bank Downgrade",
          "source_id": "E1327",
          "timestamp": "2026-06-01T19:20:41+00:00"
        },
        {
          "claim": "ASTS, RKLB, SIDU, RDW Reverse Losses As Blue Origin CEO Vows New Glenn Return This Year — Retail Fears Ease",
          "source_id": "E1328",
          "timestamp": "2026-06-02T06:16:15+00:00"
        },
        {
          "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.95M; revenue QoQ -72.9%; revenue YoY 1952.23%; gross margin 20.94%; net margin -1693.80%; ROIC -8.97%.",
          "source_id": "E1758",
          "timestamp": "2026-06-02T13:41:27.317339+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": "20.94%",
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": "-1693.80%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-72.9%",
        "revenue_growth_yoy": "1952.23%",
        "revenue_scale": "$84.95M",
        "roic": "-8.97%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-06-02T13:41:27.317339+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +7.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 105.65 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "ASTS",
        "timestamp": "2026-06-02T13:41:40+00:00",
        "price": 113.096,
        "previous_close": 105.65,
        "change": 7.445999999999998,
        "change_pct": 0.07047799337434935,
        "change_5d_pct": -0.055171237398591755,
        "change_20d_pct": 0.6527254054600065,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASTS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0271",
        "E1325",
        "E1326",
        "E1327",
        "E1328",
        "E1758"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "ASTS",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Bloom Energy 为数据中心、制造厂、医院、公用事业和大型商业设施提供固体氧化物燃料电池发电系统，用于在客户侧实现高可用电力供应，同时销售基于相近技术路线的电解制氢设备。收入来自设备销售、长期服务协议、系统升级和部分项目型能源解决方案。关键产品是 Bloom Energy Server、Bloom Electrolyzer 以及围绕微网和高可靠供电的集成方案。行业地位：Bloom Energy 在高可靠分布式供电和固体氧化物路线里知名度很高，尤其受数据中心和高电力密度场景关注。竞争对手包括 FuelCell Energy、传统柴油或燃气备电系统、微型燃机和公用电网替代方案，关键经营变量是天然气与电价比、设备寿命、服务成本、政策补贴和大客户项目落地节奏。",
      "core_catalyst": "Sector Update: Energy Stocks Decline Premarket Tuesday",
      "evidence_summary": "BE moved +7.5% in the latest session, +7.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1073.",
      "facts": [
        {
          "claim": "BE moved +7.5% in the latest session, +7.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0149",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Sector Update: Energy Stocks Decline Premarket Tuesday",
          "source_id": "E1073",
          "timestamp": "2026-06-02T13:23:36+00:00"
        },
        {
          "claim": "Bloom Energy’s AI Power Deals Test Valuation And Execution Expectations",
          "source_id": "E1074",
          "timestamp": "2026-06-02T10:10:03+00:00"
        },
        {
          "claim": "Market Chatter: Bloom Energy Doesn't See Need to Sell Shares as Data Center Demand Booms, CEO Says",
          "source_id": "E1075",
          "timestamp": "2026-06-02T09:41:04+00:00"
        },
        {
          "claim": "Bull of the Day: Bloom Energy (BE)",
          "source_id": "E1076",
          "timestamp": "2026-06-02T09:20:00+00:00"
        },
        {
          "claim": "BE fundamentals snapshot: PE 12422.86; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ -3.4%; revenue YoY 130.37%; gross margin 30.03%; net margin 9.81%; ROIC 4.46%.",
          "source_id": "E1759",
          "timestamp": "2026-06-02T13:41:27.778809+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "30.03%",
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "12422.86",
        "revenue_growth_qoq": "-3.4%",
        "revenue_growth_yoy": "130.37%",
        "revenue_scale": "$2.45B",
        "roic": "4.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-06-02T13:41:27.778809+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +7.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 273.51 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "BE",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 297.54,
        "previous_close": 273.49,
        "change": 24.05000000000001,
        "change_pct": 0.0879374017331529,
        "change_5d_pct": -0.016071408712223678,
        "change_20d_pct": 0.03083420489152444,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0149",
        "E1073",
        "E1074",
        "E1075",
        "E1076",
        "E1759"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "BE",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Nebius Group主要提供AI云基础设施、GPU算力和开发者相关服务，收入与AI训练和推理工作负载相关。行业地位：Nebius Group是互联网内容与平台赛道的重要公司，可比/竞争公司包括Spotify Technology、DoorDash、Reddit、Twilio。关键变量主要是用户增长、广告变现、平台补贴、算法与内容监管、AI基础设施成本和竞争强度。",
      "core_catalyst": "Nebius Is Targeting 540% Data Center Revenue Growth by Year-End. 2 Reasons the Stock Could Still Be Undervalued.",
      "evidence_summary": "NBIS moved +4.4% in the latest session, +4.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1184.",
      "facts": [
        {
          "claim": "NBIS moved +4.4% in the latest session, +4.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0197",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Nebius Is Targeting 540% Data Center Revenue Growth by Year-End. 2 Reasons the Stock Could Still Be Undervalued.",
          "source_id": "E1184",
          "timestamp": "2026-06-02T12:16:00+00:00"
        },
        {
          "claim": "Compass Point Raises Price Target on Nebius Group (NBIS) Following Strong AI Cloud Growth",
          "source_id": "E1185",
          "timestamp": "2026-06-02T09:37:45+00:00"
        },
        {
          "claim": "BNP Paribas Initiates Nebius Group at Neutral With $255 Price Target",
          "source_id": "E1186",
          "timestamp": "2026-06-02T09:34:21+00:00"
        },
        {
          "claim": "Why Nebius Stock Soared to a New All-Time High Today",
          "source_id": "E1187",
          "timestamp": "2026-06-02T00:39:28+00:00"
        },
        {
          "claim": "NBIS fundamentals snapshot: PE 86.13; market cap/assets $70.59B; revenue scale $877.90M; revenue QoQ +75.2%; revenue YoY 683.89%; gross margin 73.98%; net margin 155.69%; ROIC -1.81%.",
          "source_id": "E1760",
          "timestamp": "2026-06-02T13:41:27.829254+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": "73.98%",
        "market_cap": "$70.59B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "86.13",
        "revenue_growth_qoq": "+75.2%",
        "revenue_growth_yoy": "683.89%",
        "revenue_scale": "$877.90M",
        "roic": "-1.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-06-02T13:41:27.829254+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 264.51 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "NBIS",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 272.781,
        "previous_close": 264.51,
        "change": 8.271000000000015,
        "change_pct": 0.031269139162980686,
        "change_5d_pct": 0.3110689378104965,
        "change_20d_pct": 0.5462022606914234,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NBIS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 1,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0197",
        "E1184",
        "E1185",
        "E1186",
        "E1187",
        "E1760"
      ],
      "stage": "late",
      "theme": "earnings reaction",
      "ticker": "NBIS",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：应用光电开发和生产光通信部件与模块，产品卖给云数据中心客户、网络设备厂商以及有线宽带运营链条上的设备采购方。收入主要来自高速收发模块、激光器件、接收组件和接入网设备出货。关键产品集中在面向数据中心互连的高速光模块，以及面向 CATV、FTTH 和宽带传输的光发射与接收方案。行业地位：应用光电在特定高速光模块和垂直整合制造上有辨识度，经营起伏往往跟少数大客户拉货节奏、代际切换和良率表现直接相关。竞争来自中际旭创、Coherent、Lumentum、Innolight 等光通信厂商，关键变量包括超大规模云厂商资本开支、800G 及更高速产品导入、产能爬坡、器件成本和客户集中度。",
      "core_catalyst": "Applied Optoelectronics (AAOI) Climbs 17% as This Analyst is Bullish",
      "evidence_summary": "AAOI moved +6.7% in the latest session, +7.0% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1513.",
      "facts": [
        {
          "claim": "AAOI moved +6.7% in the latest session, +7.0% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0379",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Applied Optoelectronics (AAOI) Climbs 17% as This Analyst is Bullish",
          "source_id": "E1513",
          "timestamp": "2026-06-02T04:05:12+00:00"
        },
        {
          "claim": "Is Applied Optoelectronics (AAOI) One of the Best Optical Networking Stocks After Landing Mediacom’s 1-Million-Home Upgrade?",
          "source_id": "E1514",
          "timestamp": "2026-05-31T12:17:43+00:00"
        },
        {
          "claim": "Applied Optoelectronics Is Up 439% in 2026: Is It Outperforming Other Optics Stocks Like Lumentum and Coherent?",
          "source_id": "E1515",
          "timestamp": "2026-06-01T19:15:47+00:00"
        },
        {
          "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $14.25B; revenue scale $506.99M; revenue QoQ +12.6%; revenue YoY 51.36%; gross margin 29.06%; net margin -9.45%; ROIC -1.95%.",
          "source_id": "E1761",
          "timestamp": "2026-06-02T13:41:27.872070+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Applied Optoelectronics, Inc. engages in the design, manufacture, and sale of fiber-optic networking products in the United States, Taiwan, and China. The company offers optical modules, optical filters, lasers, laser components, subassemblies, transmitters and transceivers, tur...",
        "gross_margin": "29.06%",
        "market_cap": "$14.25B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": "-9.45%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+12.6%",
        "revenue_growth_yoy": "51.36%",
        "revenue_scale": "$506.99M",
        "roic": "-1.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/",
        "ticker": "AAOI",
        "timestamp": "2026-06-02T13:41:27.872070+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +7.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 185.67 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AAOI",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 201.395,
        "previous_close": 185.67,
        "change": 15.725000000000023,
        "change_pct": 0.08469327301125662,
        "change_5d_pct": 0.1338532008579698,
        "change_20d_pct": 0.16426757413740178,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AAOI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0379",
        "E1513",
        "E1514",
        "E1515",
        "E1761"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "AAOI",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：博通向云服务商、网络设备商、手机厂商、电信和企业客户提供以太网交换芯片、AI 定制加速器、光互连、无线射频、宽带接入、存储连接芯片，并通过 VMware、CA、Symantec Enterprise 等资产提供虚拟化、私有云、网络、安全和运维软件。收入来自芯片销售、长期供货协议、软件订阅和企业许可。行业地位：博通在高端网络芯片、定制 ASIC、无线射频和企业基础设施软件中具备强定价能力。关键变量包括超大云客户 AI ASIC 订单、以太网网络升级周期、苹果无线射频需求、VMware 续约与客户流失、软件利润率、半导体库存周期和并购整合执行。",
      "core_catalyst": "Broadcom Advances as Alphabet’s $80 Billion AI Capital Raise Highlights Infrastructure Demand (AVGO)",
      "evidence_summary": "AVGO moved +4.4% in the latest session, +4.6% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0606.",
      "facts": [
        {
          "claim": "AVGO moved +4.4% in the latest session, +4.6% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0012",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Broadcom Advances as Alphabet’s $80 Billion AI Capital Raise Highlights Infrastructure Demand (AVGO)",
          "source_id": "E0606",
          "timestamp": "2026-06-02T11:07:36+00:00"
        },
        {
          "claim": "Broadcom gains as Alphabet unveils $80bn AI funding push with Berkshire backing",
          "source_id": "E0607",
          "timestamp": "2026-06-02T09:58:29+00:00"
        },
        {
          "claim": "Does the Surge in Demand for ASICs Make Broadcom a No-Brainer Buy Before June 3?",
          "source_id": "E0608",
          "timestamp": "2026-06-02T07:04:00+00:00"
        },
        {
          "claim": "Buy, Sell or Hold Broadcom Before Earnings Tomorrow?",
          "source_id": "E0609",
          "timestamp": "2026-06-02T12:55:49+00:00"
        },
        {
          "claim": "Broadcom Advances as Alphabet’s $80 Billion AI Capital Raise Highlights Infrastructure Demand (AVGO)",
          "source_id": "E0606",
          "timestamp": "2026-06-02T11:07:36+00:00"
        },
        {
          "claim": "Broadcom Stock Is Getting a Double Boost From Google and Marvell",
          "source_id": "E0610",
          "timestamp": "2026-06-02T10:36:00+00:00"
        },
        {
          "claim": "Broadcom Jumps 6% on Alphabet $80B AI Raise, Marvell Soars 18% on Jensen Huang’s $1T Endorsement",
          "source_id": "E0611",
          "timestamp": "2026-06-02T13:25:41+00:00"
        },
        {
          "claim": "Broadcom Stock Gets a Double Boost From Google and Marvell",
          "source_id": "E0612",
          "timestamp": "2026-06-02T12:17:00+00:00"
        },
        {
          "claim": "AVGO fundamentals snapshot: PE 87.23; market cap/assets $2.18T; revenue scale $68.28B; revenue QoQ 7.19%; revenue YoY 25.22%; gross margin 65.57%; net margin 38.06%; ROIC 16.42%.",
          "source_id": "E1762",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Broadcom Inc. designs, develops, and supplies various semiconductor devices and infrastructure software solutions internationally. The company operates in two segments: Semiconductor Solutions and Infrastructure Software. The company offers networking connectivity, such as custo...",
        "gross_margin": "65.57%",
        "market_cap": "$2.18T",
        "name": "Broadcom Inc.",
        "net_margin": "38.06%",
        "pe_ratio": "87.23",
        "revenue_growth_qoq": "7.19%",
        "revenue_growth_yoy": "25.22%",
        "revenue_scale": "$68.28B",
        "roic": "16.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/",
        "ticker": "AVGO",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +4.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 459.97 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AVGO",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 480.0,
        "previous_close": 459.97,
        "change": 20.029999999999973,
        "change_pct": 0.04354631823814592,
        "change_5d_pct": 0.1374137790394625,
        "change_20d_pct": 0.15246098439375744,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AVGO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "breakout_20d",
        "gap_fade",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 12,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0012",
        "E0606",
        "E0607",
        "E0608",
        "E0609",
        "E0606",
        "E0610",
        "E0611",
        "E0612",
        "E1762"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "AVGO",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Dell 销售个人电脑、商用终端、服务器、存储和企业基础设施方案，近年 AI 服务器和企业数据中心需求是重要增长线索。行业地位：全球 PC 和企业硬件核心厂商之一，变量是 PC 换机周期、AI 服务器订单、存储需求和毛利结构。",
      "core_catalyst": "Morgan Stanley Admits It Got Dell Wrong, Lifts Price Target by 164%",
      "evidence_summary": "DELL moved -2.5% in the latest session, -2.2% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0871.",
      "facts": [
        {
          "claim": "DELL moved -2.5% in the latest session, -2.2% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0072",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Morgan Stanley Admits It Got Dell Wrong, Lifts Price Target by 164%",
          "source_id": "E0871",
          "timestamp": "2026-06-02T12:17:11+00:00"
        },
        {
          "claim": "Daiwa Securities Adjusts PT on Dell Technologies to $465 From $170, Maintains Outperform Rating",
          "source_id": "E0872",
          "timestamp": "2026-06-02T09:21:28+00:00"
        },
        {
          "claim": "Why the epic Dell stock price surge isn't over, Goldman Sachs says",
          "source_id": "E0873",
          "timestamp": "2026-06-02T13:29:40+00:00"
        },
        {
          "claim": "Dell Stock Has Doubled in Just 8 Days and It’s Not Done Yet",
          "source_id": "E0874",
          "timestamp": "2026-06-02T09:55:00+00:00"
        },
        {
          "claim": "DELL fundamentals snapshot: PE 36.13; market cap/assets $303.81B; revenue scale $134.00B; revenue QoQ 31.35%; revenue YoY 38.75%; gross margin 17.75%; net margin 7.84%; ROIC 9.31%.",
          "source_id": "E1763",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Dell Technologies Inc. designs, develops, manufactures, markets, sells, and supports various comprehensive and integrated solutions, products, and services in the Americas, Europe, the Middle East, Asia, and internationally. The company operates through Infrastructure Solutions...",
        "gross_margin": "17.75%",
        "market_cap": "$303.81B",
        "name": "Dell Technologies Inc.",
        "net_margin": "7.84%",
        "pe_ratio": "36.13",
        "revenue_growth_qoq": "31.35%",
        "revenue_growth_yoy": "38.75%",
        "revenue_scale": "$134.00B",
        "roic": "9.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/",
        "ticker": "DELL",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 465.96 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "DELL",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 455.29,
        "previous_close": 466.175,
        "change": -10.884999999999991,
        "change_pct": -0.023349600471925802,
        "change_5d_pct": 0.49236272465927056,
        "change_20d_pct": 1.151247407451414,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/DELL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 1,
        "price_action": 8,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0072",
        "E0871",
        "E0872",
        "E0873",
        "E0874",
        "E1763"
      ],
      "stage": "late",
      "theme": "regulatory or policy catalyst",
      "ticker": "DELL",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：甲骨文向企业和政府提供 Oracle Database、Exadata、Java、中间件、ERP、HCM、SCM、NetSuite、Cerner 医疗 IT 和 OCI 云基础设施。收入来自软件订阅、云服务、数据库许可、维护支持、硬件系统和专业服务，客户覆盖大型企业、金融、电信、政府、医疗和零售，关键资产包括数据库装机基础、企业关键系统迁移成本、OCI 数据中心和长期客户合同。行业地位：甲骨文在企业数据库和关键业务系统中拥有深厚存量，OCI 依靠数据库云化和 AI 算力需求争取增量。影响经营与股价的变量包括 OCI 增速、数据库云迁移、AI GPU 供给和云合同交付、维护收入稳定性、Cerner 整合、企业 IT 预算、客户从本地部署转云的节奏。",
      "core_catalyst": "Oracle Sets the Date for its Fourth Quarter Fiscal Year 2026 Earnings Announcement",
      "evidence_summary": "ORCL moved -2.4% in the latest session, -2.1% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0684.",
      "facts": [
        {
          "claim": "ORCL moved -2.4% in the latest session, -2.1% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0026",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Oracle Sets the Date for its Fourth Quarter Fiscal Year 2026 Earnings Announcement",
          "source_id": "E0684",
          "timestamp": "2026-06-01T20:01:00+00:00"
        },
        {
          "claim": "BNP Paribas Adjusts Price Target on Oracle to $283 From $208, Maintains Outperform Rating",
          "source_id": "E0685",
          "timestamp": "2026-06-02T09:44:07+00:00"
        },
        {
          "claim": "Scotiabank Adjusts Price Target on Oracle to $290 From $215, Maintains Sector Outperform Rating",
          "source_id": "E0686",
          "timestamp": "2026-06-02T09:43:58+00:00"
        },
        {
          "claim": "Oracle Shares Retreat as Investors Assess AI Spending Implications After Alphabet Fundraising Plan (ORCL)",
          "source_id": "E0687",
          "timestamp": "2026-06-02T11:04:42+00:00"
        },
        {
          "claim": "Palantir vs. Oracle: Which AI Stock Is Worth Buying in 2026?",
          "source_id": "E0688",
          "timestamp": "2026-06-02T07:40:00+00:00"
        },
        {
          "claim": "Assessing CPI FIM (BDL:ORCL) Valuation After Recent Share Price Rebound And Longer Term Returns",
          "source_id": "E0689",
          "timestamp": "2026-06-01T19:06:29+00:00"
        },
        {
          "claim": "HPE, Marvell, Oracle, Google, and These Stocks Explain Today’s Market",
          "source_id": "E0690",
          "timestamp": "2026-06-02T11:29:00+00:00"
        },
        {
          "claim": "Oracle Shares Retreat as Investors Assess AI Spending Implications After Alphabet Fundraising Plan (ORCL)",
          "source_id": "E0687",
          "timestamp": "2026-06-02T11:04:42+00:00"
        },
        {
          "claim": "ORCL fundamentals snapshot: PE 44.01; market cap/assets $713.43B; revenue scale $64.08B; revenue QoQ 7.05%; revenue YoY 14.87%; gross margin 62.16%; net margin 21.65%; ROIC 8.05%.",
          "source_id": "E1764",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Oracle Corporation offers products and services that address enterprise information technology environments worldwide. Its Oracle cloud software as a service offering include various cloud software applications, including Oracle Fusion cloud enterprise resource planning ERP, Ora...",
        "gross_margin": "62.16%",
        "market_cap": "$713.43B",
        "name": "Oracle Corporation",
        "net_margin": "21.65%",
        "pe_ratio": "44.01",
        "revenue_growth_qoq": "7.05%",
        "revenue_growth_yoy": "14.87%",
        "revenue_scale": "$64.08B",
        "roic": "8.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/orcl/",
        "ticker": "ORCL",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -2.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 248.15 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ORCL",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 241.68,
        "previous_close": 248.07,
        "change": -6.389999999999986,
        "change_pct": -0.02575885838674563,
        "change_5d_pct": 0.2518388224191812,
        "change_20d_pct": 0.3405070109267627,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ORCL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 1,
        "price_action": 8,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 53,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0026",
        "E0684",
        "E0685",
        "E0686",
        "E0687",
        "E0688",
        "E0689",
        "E0690",
        "E0687",
        "E1764"
      ],
      "stage": "late",
      "theme": "regulatory or policy catalyst",
      "ticker": "ORCL",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：亚马逊经营自营电商、第三方卖家市场、FBA 仓配、Prime 会员、AWS 云计算、广告、数字内容、智能设备和实体零售。收入来自商品销售、卖家佣金、仓储配送费、云服务费、广告费、会员费和内容服务，关键资产包括全球物流网络、Prime 用户关系、AWS 数据中心、Marketplace 商家生态和广告数据。行业地位：亚马逊在美国电商、全球云计算和零售媒体广告中均是重要玩家。经营与股价变量包括 AWS 增速和利润率、零售履约效率、第三方卖家活跃度、广告加载率、Prime 留存、工资与物流成本、AI 云需求、监管对平台佣金和自营竞争的约束。",
      "core_catalyst": "Billionaire Stanley Druckenmiller Dumped 94% of His Fund's Amazon Stake and Piled Into a Scorching-Hot Chip Stock for the First Time in 8 Years",
      "evidence_summary": "AMZN moved -2.5% in the latest session, -2.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0643.",
      "facts": [
        {
          "claim": "AMZN moved -2.5% in the latest session, -2.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0018",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Billionaire Stanley Druckenmiller Dumped 94% of His Fund's Amazon Stake and Piled Into a Scorching-Hot Chip Stock for the First Time in 8 Years",
          "source_id": "E0643",
          "timestamp": "2026-06-02T09:26:00+00:00"
        },
        {
          "claim": "Amazon moves Prime Day back to June, keeps it a four-day event",
          "source_id": "E0644",
          "timestamp": "2026-06-02T05:06:48+00:00"
        },
        {
          "claim": "Amazon's Ring sued over facial recognition feature, latest privacy concern for doorbell maker",
          "source_id": "E0645",
          "timestamp": "2026-06-02T11:01:18+00:00"
        },
        {
          "claim": "Amazon Shifts Prime Day to June While Retaining Four-Day Format (AMZN)",
          "source_id": "E0646",
          "timestamp": "2026-06-02T10:19:26+00:00"
        },
        {
          "claim": "Great News for Amazon Stock Investors!",
          "source_id": "E0647",
          "timestamp": "2026-06-02T12:50:00+00:00"
        },
        {
          "claim": "Amazon's Ring sued over facial recognition feature, latest privacy concern for doorbell maker",
          "source_id": "E0645",
          "timestamp": "2026-06-02T11:01:18+00:00"
        },
        {
          "claim": "Amazon Shifts Prime Day to June While Retaining Four-Day Format (AMZN)",
          "source_id": "E0646",
          "timestamp": "2026-06-02T10:19:26+00:00"
        },
        {
          "claim": "AMZN fundamentals snapshot: PE 30.94; market cap/assets $2.81T; revenue scale $742.78B; revenue QoQ -14.93%; revenue YoY 14.22%; gross margin 51.82%; net margin 16.67%; ROIC 9.32%.",
          "source_id": "E1765",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Amazon.com, Inc. engages in the retail sale of consumer products, advertising, and subscriptions service through online and physical stores in North America and internationally. The company operates through three segments: North America, International, and Amazon Web Services (A...",
        "gross_margin": "51.82%",
        "market_cap": "$2.81T",
        "name": "Amazon.com, Inc.",
        "net_margin": "16.67%",
        "pe_ratio": "30.94",
        "revenue_growth_qoq": "-14.93%",
        "revenue_growth_yoy": "14.22%",
        "revenue_scale": "$742.78B",
        "roic": "9.32%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amzn/",
        "ticker": "AMZN",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -2.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 261.26 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AMZN",
        "timestamp": "2026-06-02T13:41:40+00:00",
        "price": 254.89,
        "previous_close": 261.26,
        "change": -6.3700000000000045,
        "change_pct": -0.02438184184337444,
        "change_5d_pct": -0.039202413245656986,
        "change_20d_pct": -0.06307659828320811,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMZN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "breakdown_20d",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 53,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0018",
        "E0643",
        "E0644",
        "E0645",
        "E0646",
        "E0647",
        "E0645",
        "E0646",
        "E1765"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "AMZN",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Zscaler主要提供云安全、零信任访问、安全Web网关和数据保护平台。行业地位：Zscaler是基础设施软件赛道的重要公司，可比/竞争公司包括Cloudflare、CoreWeave、Block、VeriSign。关键变量主要是云和AI工作负载、网络安全预算、净留存率、算力成本、平台竞争和监管合规。",
      "core_catalyst": "5 Insightful Analyst Questions From Zscaler’s Q1 Earnings Call",
      "evidence_summary": "ZS moved -8.0% in the latest session, -7.8% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1369.",
      "facts": [
        {
          "claim": "ZS moved -8.0% in the latest session, -7.8% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0295",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "5 Insightful Analyst Questions From Zscaler’s Q1 Earnings Call",
          "source_id": "E1369",
          "timestamp": "2026-06-02T09:25:23+00:00"
        },
        {
          "claim": "Zscaler Shares Rise After Guggenheim Upgrade",
          "source_id": "E1370",
          "timestamp": "2026-06-01T18:15:36+00:00"
        },
        {
          "claim": "Why Is Zscaler (ZS) Stock Soaring Today",
          "source_id": "E1371",
          "timestamp": "2026-06-02T01:04:51+00:00"
        },
        {
          "claim": "Zscaler Stock Surges. Wall Street Is Buying the Company’s ‘Trust Me Story’ on AI.",
          "source_id": "E1372",
          "timestamp": "2026-06-01T16:25:00+00:00"
        },
        {
          "claim": "ZS fundamentals snapshot: PE n/a; market cap/assets $25.18B; revenue scale $3.17B; revenue QoQ 4.26%; revenue YoY 24.61%; gross margin 77.35%; net margin -1.63%; ROIC -2.11%.",
          "source_id": "E1766",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Zscaler, Inc. operates as a cloud security company worldwide. The company offers cyberthreat protection products, including Zscaler Internet Access, which provides threat protection, cloud sandbox, and cloud browser isolation; Zscaler Private Access solution that includes cybert...",
        "gross_margin": "77.35%",
        "market_cap": "$25.18B",
        "name": "Zscaler, Inc.",
        "net_margin": "-1.63%",
        "pe_ratio": null,
        "revenue_growth_qoq": "4.26%",
        "revenue_growth_yoy": "24.61%",
        "revenue_scale": "$3.17B",
        "roic": "-2.11%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/zs/",
        "ticker": "ZS",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 155.71 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ZS",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 142.96,
        "previous_close": 155.71,
        "change": -12.75,
        "change_pct": -0.08188298760516344,
        "change_5d_pct": -0.22556882300516135,
        "change_20d_pct": 0.005344606667146756,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ZS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 2,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0295",
        "E1369",
        "E1370",
        "E1371",
        "E1372",
        "E1766"
      ],
      "stage": "late",
      "theme": "earnings reaction",
      "ticker": "ZS",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Okta主要提供身份认证、访问管理和客户身份云服务。行业地位：Okta是基础设施软件赛道的重要参与者，可比/竞争公司包括Cloudflare、CoreWeave、Block、VeriSign。关键变量主要是云和AI工作负载、网络安全预算、净留存率、算力成本、平台竞争和监管合规。",
      "core_catalyst": "Okta Shares Rise After Macquarie Raises Price Target",
      "evidence_summary": "OKTA moved -6.8% in the latest session, -6.6% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1533.",
      "facts": [
        {
          "claim": "OKTA moved -6.8% in the latest session, -6.6% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0396",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Okta Shares Rise After Macquarie Raises Price Target",
          "source_id": "E1533",
          "timestamp": "2026-06-01T17:24:55+00:00"
        },
        {
          "claim": "Macquarie Raises Price Target on Okta to $120 From $100, Keeps Outperform Rating",
          "source_id": "E1534",
          "timestamp": "2026-06-01T10:36:52+00:00"
        },
        {
          "claim": "Jim Cramer Shares Key Detail About Okta (OKTA)",
          "source_id": "E1535",
          "timestamp": "2026-06-02T04:25:06+00:00"
        },
        {
          "claim": "Okta, Inc. (OKTA) is Attracting Investor Attention: Here is What You Should Know",
          "source_id": "E1536",
          "timestamp": "2026-06-01T13:00:07+00:00"
        },
        {
          "claim": "OKTA fundamentals snapshot: PE 101.22; market cap/assets $13.16B; revenue scale $3.00B; revenue QoQ +0.5%; revenue YoY 11.19%; gross margin 77.78%; net margin 9.67%; ROIC 0.66%.",
          "source_id": "E1767",
          "timestamp": "2026-06-02T13:41:30.708711+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Okta, Inc. operates as an identity partner in the United States and internationally. It offers Single Sign-on to secure access to cloud and on-premises applications from any device; Adaptive MFA for a risk-based layer of security for an organization’s cloud, mobile, and web appl...",
        "gross_margin": "77.78%",
        "market_cap": "$13.16B",
        "name": "Okta, Inc.",
        "net_margin": "9.67%",
        "pe_ratio": "101.22",
        "revenue_growth_qoq": "+0.5%",
        "revenue_growth_yoy": "11.19%",
        "revenue_scale": "$3.00B",
        "roic": "0.66%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/okta/",
        "ticker": "OKTA",
        "timestamp": "2026-06-02T13:41:30.708711+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 139.79 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "OKTA",
        "timestamp": "2026-06-02T13:41:40+00:00",
        "price": 129.445,
        "previous_close": 139.79,
        "change": -10.344999999999999,
        "change_pct": -0.07400386293726302,
        "change_5d_pct": 0.3798635899030762,
        "change_20d_pct": 0.675880419213708,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/OKTA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 1,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0396",
        "E1533",
        "E1534",
        "E1535",
        "E1536",
        "E1767"
      ],
      "stage": "late",
      "theme": "earnings reaction",
      "ticker": "OKTA",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：赛富时为企业提供销售、客服、营销、商务、电商、数据管理、应用集成和协作软件。核心产品包括 Sales Cloud、Service Cloud、Marketing Cloud、Commerce Cloud、Data Cloud、Tableau、MuleSoft 和 Slack，收入以订阅软件和专业服务为主，客户包括大型企业、中型企业、政府和非营利组织。行业地位：赛富时是全球 CRM 软件龙头，客户数据、应用生态和企业销售渠道构成护城河。影响经营和股价的变量包括企业 IT 预算周期、续约率和席位扩张、Data Cloud 与 AI Agent 的付费转化、Slack 与 Tableau 的整合效果、销售效率、利润率改善空间以及微软、甲骨文、Adobe 等厂商的竞争。",
      "core_catalyst": "Salesforce Stock Is Finally Rising. The Software Rally May Actually Have Legs.",
      "evidence_summary": "CRM moved -4.7% in the latest session, -4.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0828.",
      "facts": [
        {
          "claim": "CRM moved -4.7% in the latest session, -4.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0060",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Salesforce Stock Is Finally Rising. The Software Rally May Actually Have Legs.",
          "source_id": "E0828",
          "timestamp": "2026-06-01T19:36:00+00:00"
        },
        {
          "claim": "CRM Stock Jumps Amid Software Rally — Company Expands AI Push With Contentful Acquisition",
          "source_id": "E0829",
          "timestamp": "2026-06-01T18:30:42+00:00"
        },
        {
          "claim": "Daiwa Securities Adjusts Price Target on Salesforce to $280 From $295, Maintains Buy Rating",
          "source_id": "E0830",
          "timestamp": "2026-06-02T09:21:42+00:00"
        },
        {
          "claim": "Jim Cramer Is Optimistic About Salesforce (CRM) & Agentics",
          "source_id": "E0831",
          "timestamp": "2026-06-02T04:25:38+00:00"
        },
        {
          "claim": "Why Salesforce Was Rallying Again Today",
          "source_id": "E0832",
          "timestamp": "2026-06-01T19:20:16+00:00"
        },
        {
          "claim": "Jim Cramer Is Optimistic About Salesforce (CRM) & Agentics",
          "source_id": "E0831",
          "timestamp": "2026-06-02T04:25:38+00:00"
        },
        {
          "claim": "CRM fundamentals snapshot: PE 21.40; market cap/assets $171.66B; revenue scale $42.83B; revenue QoQ -0.61%; revenue YoY 10.98%; gross margin 76.92%; net margin 18.93%; ROIC 8.81%.",
          "source_id": "E1768",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Salesforce, Inc. provides customer relationship management technology services that connect companies and customers together in the United States, Europe, and the Asia Pacific. The company offers Agentforce, which enables customers to build, deploy, and manage enterprise-grade,...",
        "gross_margin": "76.92%",
        "market_cap": "$171.66B",
        "name": "Salesforce, Inc.",
        "net_margin": "18.93%",
        "pe_ratio": "21.40",
        "revenue_growth_qoq": "-0.61%",
        "revenue_growth_yoy": "10.98%",
        "revenue_scale": "$42.83B",
        "roic": "8.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crm/",
        "ticker": "CRM",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 209.60 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "CRM",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 199.295,
        "previous_close": 209.56,
        "change": -10.265000000000015,
        "change_pct": -0.0489835846535599,
        "change_5d_pct": 0.11288249923079774,
        "change_20d_pct": 0.07448244873131493,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 11,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0060",
        "E0828",
        "E0829",
        "E0830",
        "E0831",
        "E0832",
        "E0831",
        "E1768"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "CRM",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：微软向企业、政府、开发者和消费者提供 Azure 云基础设施、数据库、AI 服务、GitHub、Dynamics、Microsoft 365、Teams、Windows、Security、LinkedIn、Xbox 和 Surface 等产品。收入来自云订阅、软件授权、企业合同、广告、游戏内容和硬件销售，关键资产包括企业客户关系、开发者生态、Office 工作流入口、OpenAI 合作和全球数据中心。行业地位：微软在企业软件和公有云市场处于领先梯队，AI Copilot 与 Azure AI 是估值和增长预期的核心。关键变量包括 Azure 增速、AI 服务毛利和算力供给、企业软件续费率、安全产品渗透、OpenAI 关系、游戏内容回报、云资本开支节奏。",
      "core_catalyst": "SEC 4 filing: 4 2026-06-01",
      "evidence_summary": "MSFT moved -3.3% in the latest session, -3.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0635.",
      "facts": [
        {
          "claim": "MSFT moved -3.3% in the latest session, -3.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0017",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-01",
          "source_id": "E0635",
          "timestamp": "2026-06-01T18:01:42+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-01",
          "source_id": "E0636",
          "timestamp": "2026-06-01T18:01:20+00:00"
        },
        {
          "claim": "How The Microsoft (MSFT) Investment Narrative Is Evolving Without New Analyst Commentary",
          "source_id": "E0637",
          "timestamp": "2026-06-02T11:15:02+00:00"
        },
        {
          "claim": "The Zacks Analyst Blog Highlights Microsoft, Dell, Thermo Fisher,Village Super Market and  Comstock",
          "source_id": "E0638",
          "timestamp": "2026-06-02T08:08:00+00:00"
        },
        {
          "claim": "Jensen Huang Says Nvidia and Microsoft Just Reinvented the PC. But There Might Be 1 Problem",
          "source_id": "E0639",
          "timestamp": "2026-06-02T11:08:56+00:00"
        },
        {
          "claim": "Microsoft expected to showcase new PC, cloud AI tools at developer conference",
          "source_id": "E0640",
          "timestamp": "2026-06-02T10:02:54+00:00"
        },
        {
          "claim": "Does Microsoft’s Cloud Dominance Justify a Historic Valuation Premium? Buy, Sell or Hold",
          "source_id": "E0641",
          "timestamp": "2026-06-02T13:17:51+00:00"
        },
        {
          "claim": "Morgan Stanley Sees Microsoft Emerging as One of AI's Biggest Winners",
          "source_id": "E0642",
          "timestamp": "2026-06-02T12:12:10+00:00"
        },
        {
          "claim": "MSFT fundamentals snapshot: PE 27.32; market cap/assets $3.42T; revenue scale $318.27B; revenue QoQ 1.98%; revenue YoY 17.87%; gross margin 67.63%; net margin 38.34%; ROIC 21.46%.",
          "source_id": "E1769",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Microsoft Corporation develops and supports software, services, devices, and solutions worldwide. The Productivity and Business Processes segment offers Microsoft 365 commercial, enterprise mobility + security, windows commercial, power BI, exchange, sharepoint, Microsoft teams,...",
        "gross_margin": "67.63%",
        "market_cap": "$3.42T",
        "name": "Microsoft Corporation",
        "net_margin": "38.34%",
        "pe_ratio": "27.32",
        "revenue_growth_qoq": "1.98%",
        "revenue_growth_yoy": "17.87%",
        "revenue_scale": "$318.27B",
        "roic": "21.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/msft/",
        "ticker": "MSFT",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -3.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 460.52 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MSFT",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 444.925,
        "previous_close": 460.52,
        "change": -15.59499999999997,
        "change_pct": -0.033863892990532385,
        "change_5d_pct": 0.06945412904234316,
        "change_20d_pct": 0.0756854244291143,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MSFT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 7,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 52,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0017",
        "E0635",
        "E0636",
        "E0637",
        "E0638",
        "E0639",
        "E0640",
        "E0641",
        "E0642",
        "E1769"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "MSFT",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：美光设计并制造 DRAM、NAND、NOR、SSD、移动存储、图形显存、车规存储和 HBM 产品，客户包括云数据中心、AI 服务器厂商、PC 与手机厂商、汽车电子、工业和消费电子公司。收入来自存储芯片和模组销售，关键资产包括先进制程存储技术、晶圆厂产能、HBM 封装能力、客户认证和库存管理。行业地位：美光是全球三大 DRAM 供应商之一，也是 AI 服务器 HBM 需求的重要受益者。经营与股价高度受存储价格周期影响，关键变量包括 DRAM/NAND 供需、HBM 份额和良率、AI 服务器订单、PC/手机复苏、库存水平、资本开支纪律、中国市场限制和同业扩产节奏。",
      "core_catalyst": "Micron and SK Hynix Cross $1 Trillion Valuations as Chip Shortage Fuels AI Boom",
      "evidence_summary": "MU moved -0.6% in the latest session, -0.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0666.",
      "facts": [
        {
          "claim": "MU moved -0.6% in the latest session, -0.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0023",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Micron and SK Hynix Cross $1 Trillion Valuations as Chip Shortage Fuels AI Boom",
          "source_id": "E0666",
          "timestamp": "2026-06-02T11:42:42+00:00"
        },
        {
          "claim": "Micron’s COMPUTEX AI Memory Launch Meets Lofty Valuation Expectations",
          "source_id": "E0667",
          "timestamp": "2026-06-02T09:11:02+00:00"
        },
        {
          "claim": "The Zacks Analyst Blog Highlights Micron, Nvidia, Marathon, Lenovo and Tapestry",
          "source_id": "E0668",
          "timestamp": "2026-06-02T07:50:00+00:00"
        },
        {
          "claim": "Raymond James Doubles Micron Stock Price Target on Booming AI Demand",
          "source_id": "E0669",
          "timestamp": "2026-06-02T12:19:55+00:00"
        },
        {
          "claim": "A Shipping ETF No One Has Heard Of Has Quietly Run 700%, Tripling Micron’s Rally V1",
          "source_id": "E0670",
          "timestamp": "2026-06-02T10:30:02+00:00"
        },
        {
          "claim": "Analysis: How a nudge from Nvidia propelled frugal Micron into the AI boom and a $1 trillion market cap",
          "source_id": "E0671",
          "timestamp": "2026-06-02T12:09:39+00:00"
        },
        {
          "claim": "Wall Street Can't Get Enough of Semiconductor Stocks. Should You Buy Micron or Intel Right Now?",
          "source_id": "E0672",
          "timestamp": "2026-06-02T12:08:00+00:00"
        },
        {
          "claim": "Micron Stock Blasts Past $1,000, Expect More Gains",
          "source_id": "E0673",
          "timestamp": "2026-06-02T11:50:00+00:00"
        },
        {
          "claim": "MU fundamentals snapshot: PE 48.44; market cap/assets $1.17T; revenue scale $58.12B; revenue QoQ 74.89%; revenue YoY 85.55%; gross margin 74.39%; net margin 57.79%; ROIC 27.78%.",
          "source_id": "E1770",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Micron Technology, Inc. designs, develops, manufactures, and sells memory and storage products in the United States, Taiwan, Japan, Mainland China, Hong Kong, Europe, and internationally. It operates through the Cloud Memory Business Unit; Core Data Center Business Unit; Mobile...",
        "gross_margin": "74.39%",
        "market_cap": "$1.17T",
        "name": "Micron Technology, Inc.",
        "net_margin": "57.79%",
        "pe_ratio": "48.44",
        "revenue_growth_qoq": "74.89%",
        "revenue_growth_yoy": "85.55%",
        "revenue_scale": "$58.12B",
        "roic": "27.78%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -0.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1035.50 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MU",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 1029.64,
        "previous_close": 1034.74,
        "change": -5.099999999999909,
        "change_pct": -0.004928774378104572,
        "change_5d_pct": 0.14930570432218127,
        "change_20d_pct": 0.7861739581856515,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MU?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "near_local_high",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0023",
        "E0666",
        "E0667",
        "E0668",
        "E0669",
        "E0670",
        "E0671",
        "E0672",
        "E0673",
        "E1770"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "MU",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：Nu Holdings主要经营拉美数字银行、信用卡、存款、贷款和金融科技平台。行业地位：Nu Holdings是综合银行赛道的核心公司，可比/竞争公司包括UBS Group AG、Bank of Montreal、Canadian Imperial Bank of Commerce、The Bank of Nova Scotia。关键变量主要是利率曲线、存款成本、信贷损失、资本充足率、监管要求和贷款增长。",
      "core_catalyst": "BofA Securities Downgrades Nu Holdings to Underperform, $10 Price Target",
      "evidence_summary": "NU moved -8.0% in the latest session, -7.8% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1082.",
      "facts": [
        {
          "claim": "NU moved -8.0% in the latest session, -7.8% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0152",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "BofA Securities Downgrades Nu Holdings to Underperform, $10 Price Target",
          "source_id": "E1082",
          "timestamp": "2026-06-02T11:21:24+00:00"
        },
        {
          "claim": "Does Nubank’s New Visa-Veteran CFO Reshape the Strategic Playbook for Nu Holdings (NU)?",
          "source_id": "E1083",
          "timestamp": "2026-06-02T11:15:47+00:00"
        },
        {
          "claim": "NU Stock Slips Premarket: BofA Sees Trouble Ahead As Key Executive Hands Over The Reins",
          "source_id": "E1084",
          "timestamp": "2026-06-02T08:11:32+00:00"
        },
        {
          "claim": "Nu Names Rob Livingston as CFO",
          "source_id": "E1085",
          "timestamp": "2026-06-01T21:46:52+00:00"
        },
        {
          "claim": "NU fundamentals snapshot: PE 20.04; market cap/assets $68.85B; revenue scale $7.59B; revenue QoQ -4.2%; revenue YoY 43.75%; gross margin n/a; net margin 43.99%; ROIC n/a.",
          "source_id": "E1771",
          "timestamp": "2026-06-02T13:41:31.516842+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Nu Holdings Ltd. provides digital banking platform in Brazil, Mexico, Colombia, the Cayman Islands, and the United States. The company provides spending solutions comprising Nu credit and prepaid card, a digitally enabled card that acts as a credit and a prepaid card; Nubank+ Ti...",
        "gross_margin": null,
        "market_cap": "$68.85B",
        "name": "Nu Holdings Ltd.",
        "net_margin": "43.99%",
        "pe_ratio": "20.04",
        "revenue_growth_qoq": "-4.2%",
        "revenue_growth_yoy": "43.75%",
        "revenue_scale": "$7.59B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nu/",
        "ticker": "NU",
        "timestamp": "2026-06-02T13:41:31.516842+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 12.99 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "NU",
        "timestamp": "2026-06-02T13:41:39+00:00",
        "price": 12.005,
        "previous_close": 12.99,
        "change": -0.9849999999999994,
        "change_pct": -0.07582755966127785,
        "change_5d_pct": -0.07511552978593894,
        "change_20d_pct": -0.15218925640073067,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NU?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "near_local_low",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 17,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0152",
        "E1082",
        "E1083",
        "E1084",
        "E1085",
        "E1771"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "NU",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Coherent主要经营电子制造、光学器件、传感器、连接器、测试仪器、工程硬件或精密部件。行业地位：Coherent是硬件设备与零部件赛道的核心公司，可比/竞争公司包括Corning、Keysight Technologies、TE Connectivity、Celestica。关键变量主要是AI和通信需求、工业资本开支、订单周期、客户认证、库存去化和毛利率。",
      "core_catalyst": "Rosenblatt Raises Coherent (COHR) Target After Its Data Center Revenue Surges 40% Year Over Year",
      "evidence_summary": "COHR moved +9.5% in the latest session, +9.7% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1114.",
      "facts": [
        {
          "claim": "COHR moved +9.5% in the latest session, +9.7% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0168",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Rosenblatt Raises Coherent (COHR) Target After Its Data Center Revenue Surges 40% Year Over Year",
          "source_id": "E1114",
          "timestamp": "2026-05-31T12:17:14+00:00"
        },
        {
          "claim": "Has Coherent (COHR) Run Too Far After Its 9x Three Year Share Price Surge",
          "source_id": "E1115",
          "timestamp": "2026-06-02T04:29:58+00:00"
        },
        {
          "claim": "Applied Optoelectronics Is Up 439% in 2026: Is It Outperforming Other Optics Stocks Like Lumentum and Coherent?",
          "source_id": "E1116",
          "timestamp": "2026-06-01T19:15:47+00:00"
        },
        {
          "claim": "Coherent Corp. (COHR): Leopold Aschenbrenner Changes Bullish Stance",
          "source_id": "E1117",
          "timestamp": "2026-05-30T19:49:31+00:00"
        },
        {
          "claim": "COHR fundamentals snapshot: PE 151.37; market cap/assets $71.00B; revenue scale $6.60B; revenue QoQ 7.09%; revenue YoY 18.00%; gross margin 37.66%; net margin 10.59%; ROIC 3.93%.",
          "source_id": "E1772",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Coherent Corp. develops, manufactures, and markets engineered materials, optoelectronic components and devices, and laser systems for the use in the industrial, communications, electronics, and instrumentation markets worldwide. It operates through three segments: Networking, Ma...",
        "gross_margin": "37.66%",
        "market_cap": "$71.00B",
        "name": "Coherent, Inc.",
        "net_margin": "10.59%",
        "pe_ratio": "151.37",
        "revenue_growth_qoq": "7.09%",
        "revenue_growth_yoy": "18.00%",
        "revenue_scale": "$6.60B",
        "roic": "3.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cohr/",
        "ticker": "COHR",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +9.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 362.90 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "COHR",
        "timestamp": "2026-06-02T13:41:40+00:00",
        "price": 399.18,
        "previous_close": 362.88,
        "change": 36.30000000000001,
        "change_pct": 0.10003306878306883,
        "change_5d_pct": 0.046754932768100055,
        "change_20d_pct": 0.21003965647582445,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/COHR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 24,
        "catalyst_strength": 4,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0168",
        "E1114",
        "E1115",
        "E1116",
        "E1117",
        "E1772"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "COHR",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：UiPath主要提供机器人流程自动化、流程挖掘和企业自动化软件。行业地位：UiPath是基础设施软件赛道的重要参与者，可比/竞争公司包括Cloudflare、CoreWeave、Block、VeriSign。关键变量主要是云和AI工作负载、网络安全预算、净留存率、算力成本、平台竞争和监管合规。",
      "core_catalyst": "UiPath (PATH) Is Up 19.9% After First GAAP Profit And Higher 2027 Guidance - Has The Bull Case Changed?",
      "evidence_summary": "PATH moved -6.7% in the latest session, -6.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1727.",
      "facts": [
        {
          "claim": "PATH moved -6.7% in the latest session, -6.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0560",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "UiPath (PATH) Is Up 19.9% After First GAAP Profit And Higher 2027 Guidance - Has The Bull Case Changed?",
          "source_id": "E1727",
          "timestamp": "2026-06-02T06:11:09+00:00"
        },
        {
          "claim": "Stock Market Today, June 1: Stock Market Today, June 1: UiPath Rises After Strong Q1 Results and Raised Outlook",
          "source_id": "E1728",
          "timestamp": "2026-06-01T22:53:31+00:00"
        },
        {
          "claim": "BofA Retains an “Underperform” Rating on  UiPath, Inc. (PATH)",
          "source_id": "E1729",
          "timestamp": "2026-06-01T08:30:58+00:00"
        },
        {
          "claim": "UiPath, Inc. (PATH) Is a Trending Stock: Facts to Know Before Betting on It",
          "source_id": "E1730",
          "timestamp": "2026-06-01T13:00:08+00:00"
        },
        {
          "claim": "PATH fundamentals snapshot: PE 21.66; market cap/assets $5.76B; revenue scale $1.67B; revenue QoQ -13.0%; revenue YoY 17.32%; gross margin 81.61%; net margin 5.38%; ROIC 1.17%.",
          "source_id": "E1773",
          "timestamp": "2026-06-02T13:41:31.933794+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "UiPath, Inc. provides an automation platform that offers a range of robotic process automation (RPA) solutions primarily in the United States, Romania, the United Kingdom, the Netherlands, and internationally. It offers the UiPath platform, an integrated enterprise software plat...",
        "gross_margin": "81.61%",
        "market_cap": "$5.76B",
        "name": "UiPath Inc.",
        "net_margin": "5.38%",
        "pe_ratio": "21.66",
        "revenue_growth_qoq": "-13.0%",
        "revenue_growth_yoy": "17.32%",
        "revenue_scale": "$1.67B",
        "roic": "1.17%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/path/",
        "ticker": "PATH",
        "timestamp": "2026-06-02T13:41:31.933794+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 13.10 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "PATH",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 12.195,
        "previous_close": 13.1,
        "change": -0.9049999999999994,
        "change_pct": -0.06908396946564876,
        "change_5d_pct": 0.09963929956793138,
        "change_20d_pct": 0.12603878909602417,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PATH?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0560",
        "E1727",
        "E1728",
        "E1729",
        "E1730",
        "E1773"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "PATH",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：Microchip Technology 销售微控制器、模拟芯片、接口器件、FPGA 和嵌入式控制方案，产品广泛用于汽车、工业、通信、消费电子和航空航天设备。行业地位：嵌入式控制和 MCU 领域的重要供应商，变量是工业库存周期、汽车电子需求、渠道去库存和毛利率修复。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-05-28",
      "evidence_summary": "MCHP moved +7.0% in the latest session, +7.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1109.",
      "facts": [
        {
          "claim": "MCHP moved +7.0% in the latest session, +7.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0167",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-05-28",
          "source_id": "E1109",
          "timestamp": "2026-06-01T16:18:43+00:00"
        },
        {
          "claim": "The Zacks Analyst Blog Highlights Microchip, Ross Stores, MasTec, Arrow and Littelfuse",
          "source_id": "E1110",
          "timestamp": "2026-06-02T07:43:00+00:00"
        },
        {
          "claim": "Why Is MCHP Stock Surging Premarket Today?",
          "source_id": "E1111",
          "timestamp": "2026-06-02T08:22:07+00:00"
        },
        {
          "claim": "Microchip Technology Projects 65% Growth in Data Center Business to $500 Million in 2026",
          "source_id": "E1112",
          "timestamp": "2026-06-01T21:11:46+00:00"
        },
        {
          "claim": "Microchip Technology Appoints Mitch Little to Its Board of Directors",
          "source_id": "E1113",
          "timestamp": "2026-06-01T20:15:00+00:00"
        },
        {
          "claim": "MCHP fundamentals snapshot: PE 245.36; market cap/assets $49.61B; revenue scale $4.71B; revenue QoQ 10.56%; revenue YoY 7.08%; gross margin 60.98%; net margin 11.00%; ROIC 3.41%.",
          "source_id": "E1774",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Microchip Technology Incorporated develops, manufactures, and sells smart, connected, and secure embedded control solutions in the Americas, Europe, and Asia. It operates through two segments, Semiconductor Products and Technology Licensing. The company offers general purpose 8-...",
        "gross_margin": "60.98%",
        "market_cap": "$49.61B",
        "name": "Microchip Technology Incorporated",
        "net_margin": "11.00%",
        "pe_ratio": "245.36",
        "revenue_growth_qoq": "10.56%",
        "revenue_growth_yoy": "7.08%",
        "revenue_scale": "$4.71B",
        "roic": "3.41%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mchp/",
        "ticker": "MCHP",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +7.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 91.52 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MCHP",
        "timestamp": "2026-06-02T13:41:38+00:00",
        "price": 97.47,
        "previous_close": 91.52,
        "change": 5.950000000000003,
        "change_pct": 0.06501311188811187,
        "change_5d_pct": -0.005915380251968472,
        "change_20d_pct": 0.02277016661860598,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MCHP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0167",
        "E1109",
        "E1110",
        "E1111",
        "E1112",
        "E1113",
        "E1774"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "MCHP",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：应用材料向晶圆厂销售薄膜沉积、刻蚀、离子注入、热处理、化学机械抛光、计量检测和过程控制设备，并提供备件、维护、工艺优化、软件和产线升级服务。客户包括逻辑、晶圆代工、DRAM、NAND、先进封装和显示面板制造商，收入受新建晶圆厂投资、制程转换和装机基础服务需求驱动。行业地位：公司是全球半导体设备龙头之一，在材料工程环节覆盖面广，装机基础带来高粘性的服务收入。真正影响经营和股价的是晶圆厂资本开支周期、AI和HBM带来的先进制程投资、存储行业复苏、对华出口管制、客户集中度、先进封装渗透、毛利率和供应链交付能力。",
      "core_catalyst": "AMAT (NASDAQ:AMAT) Breaks Out With Perfect Technical Score as Earnings Growth Accelerates",
      "evidence_summary": "AMAT moved +3.1% in the latest session, +3.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0718.",
      "facts": [
        {
          "claim": "AMAT moved +3.1% in the latest session, +3.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0033",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "AMAT (NASDAQ:AMAT) Breaks Out With Perfect Technical Score as Earnings Growth Accelerates",
          "source_id": "E0718",
          "timestamp": "2026-06-02T11:00:28+00:00"
        },
        {
          "claim": "Applied Materials (AMAT) Can’t Keep Up With Demand, Says Jim Cramer",
          "source_id": "E0719",
          "timestamp": "2026-06-02T04:30:41+00:00"
        },
        {
          "claim": "Applied Materials (AMAT) Can’t Keep Up With Demand, Says Jim Cramer",
          "source_id": "E0719",
          "timestamp": "2026-06-02T04:30:41+00:00"
        },
        {
          "claim": "Jim Cramer Says He’s Betting “Applied Materials Will Just Keep Winning”",
          "source_id": "E0720",
          "timestamp": "2026-06-01T17:32:51+00:00"
        },
        {
          "claim": "Is It Worth Investing in Applied Materials (AMAT) Based on Wall Street's Bullish Views?",
          "source_id": "E0721",
          "timestamp": "2026-06-01T13:30:05+00:00"
        },
        {
          "claim": "Jim Cramer Says He’s Betting “Applied Materials Will Just Keep Winning”",
          "source_id": "E0720",
          "timestamp": "2026-06-01T17:32:51+00:00"
        },
        {
          "claim": "Is It Worth Investing in Applied Materials (AMAT) Based on Wall Street's Bullish Views?",
          "source_id": "E0721",
          "timestamp": "2026-06-01T13:30:05+00:00"
        },
        {
          "claim": "Applied Materials, Inc. (AMAT) Is a Trending Stock: Facts to Know Before Betting on It",
          "source_id": "E0722",
          "timestamp": "2026-06-01T13:00:07+00:00"
        },
        {
          "claim": "AMAT fundamentals snapshot: PE 42.76; market cap/assets $363.77B; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%.",
          "source_id": "E1775",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Applied Materials, Inc. provides materials engineering solutions, equipment, services, and software to the semiconductor and related industries in the United States, China, Korea, Taiwan, Japan, Southeast Asia, Europe, and internationally. The company operates through Semiconduc...",
        "gross_margin": "49.90%",
        "market_cap": "$363.77B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "42.76",
        "revenue_growth_qoq": "12.81%",
        "revenue_growth_yoy": "3.33%",
        "revenue_scale": "$29.02B",
        "roic": "21.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "ticker": "AMAT",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +3.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 458.17 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AMAT",
        "timestamp": "2026-06-02T13:41:40+00:00",
        "price": 473.145,
        "previous_close": 458.17,
        "change": 14.974999999999966,
        "change_pct": 0.032684374795381554,
        "change_5d_pct": 0.04013054752514389,
        "change_20d_pct": 0.20891459475981566,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 11,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0033",
        "E0718",
        "E0719",
        "E0719",
        "E0720",
        "E0721",
        "E0720",
        "E0721",
        "E0722",
        "E1775"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "AMAT",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：阿里巴巴通过淘宝、天猫、1688等平台连接商家、品牌和消费者，收入来自广告、佣金、商家工具和增值服务；阿里云提供云计算、数据库、AI算力、模型服务和企业数字化解决方案；国际业务包括AliExpress、Lazada、Trendyol和Alibaba.com；本地生活、菜鸟、盒马、高德、优酷等资产覆盖配送、导航、零售和内容场景。行业地位：阿里仍是中国电商和云计算的重要基础平台，但流量和商家预算受到拼多多、抖音电商、京东和垂直平台挤压。真正影响经营和股价的是中国消费复苏、广告变现效率、用户留存、商家ROI、阿里云AI需求和价格竞争、监管环境、中美科技限制、国际电商亏损收窄、物流资产效率和资本配置。",
      "core_catalyst": "China's AI Dream Fades as Alibaba, Tencent, PDD Plunge While US Stocks Soar",
      "evidence_summary": "BABA moved +5.0% in the latest session, +5.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0728.",
      "facts": [
        {
          "claim": "BABA moved +5.0% in the latest session, +5.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0035",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "China's AI Dream Fades as Alibaba, Tencent, PDD Plunge While US Stocks Soar",
          "source_id": "E0728",
          "timestamp": "2026-05-31T11:30:27+00:00"
        },
        {
          "claim": "Manulife Hong Kong and Alibaba Cloud Sign Strategic Partnership to Accelerate and Scale AI Innovation",
          "source_id": "E0729",
          "timestamp": "2026-06-02T10:21:00+00:00"
        },
        {
          "claim": "Alibaba's Amap Teams Up with Singapore Tourism Board to Bring AI-Powered Local Discovery to Chinese Travelers",
          "source_id": "E0730",
          "timestamp": "2026-06-02T13:10:00+00:00"
        },
        {
          "claim": "Is It Too Late To Consider Alibaba Group Holding (NYSE:BABA) After Recent Share Price Weakness",
          "source_id": "E0731",
          "timestamp": "2026-06-01T20:07:46+00:00"
        },
        {
          "claim": "BABA fundamentals snapshot: PE 19.66; market cap/assets $306.98B; revenue scale $148.41B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1776",
          "timestamp": "2026-06-02T13:41:33.545510+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Alibaba Group Holding Limited, through its subsidiaries, provides technology infrastructure and marketing reach to help merchants, brands, retailers, and other businesses in the People's Republic of China and internationally. It operates through the Alibaba China E-Commerce Grou...",
        "gross_margin": null,
        "market_cap": "$306.98B",
        "name": "Alibaba Group Holding Limited",
        "net_margin": null,
        "pe_ratio": "19.66",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$148.41B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/baba/",
        "ticker": "BABA",
        "timestamp": "2026-06-02T13:41:33.545510+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +5.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 125.40 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "BABA",
        "timestamp": "2026-06-02T13:41:41+00:00",
        "price": 131.95,
        "previous_close": 125.3901,
        "change": 6.559899999999985,
        "change_pct": 0.05231593243804711,
        "change_5d_pct": 0.019155006997098045,
        "change_20d_pct": -0.009904736475901177,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BABA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0035",
        "E0728",
        "E0729",
        "E0730",
        "E0731",
        "E1776"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "BABA",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：英特尔销售 Core、Xeon、Gaudi、网络与边缘芯片，并推进 Intel Foundry，为内部产品和外部客户提供晶圆制造、先进封装和制程服务。客户包括 PC OEM、服务器厂商、云服务商、通信设备商、政府和工业客户，收入来自处理器销售、平台芯片、代工合同、封装服务和软件工具，关键资产包括 x86 生态、晶圆厂、先进封装、制造工艺和客户认证。行业地位：英特尔仍是 PC 与服务器 CPU 的重要供应商，同时处在制造工艺追赶和代工转型期。关键变量包括制程节点按期量产、服务器 CPU 份额、AI 加速器竞争力、代工客户获取、晶圆厂利用率、政府补贴、资本开支压力、毛利率修复和与 AMD、英伟达、ARM 阵营的竞争。",
      "core_catalyst": "Intel Expands AI Portfolio with New Infrastructure Solutions and Xeon 6+ Launch at Computex (INTC)",
      "evidence_summary": "INTC moved -3.2% in the latest session, -3.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0679.",
      "facts": [
        {
          "claim": "INTC moved -3.2% in the latest session, -3.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0025",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Intel Expands AI Portfolio with New Infrastructure Solutions and Xeon 6+ Launch at Computex (INTC)",
          "source_id": "E0679",
          "timestamp": "2026-06-02T10:50:10+00:00"
        },
        {
          "claim": "Nasdaq, S&P 500 Futures Edge Lower Despite AI Momentum As Iran Risks Linger: Why HPE, MRVL, INTC, TSLA, SPCE, ASTS Are In Focus",
          "source_id": "E0680",
          "timestamp": "2026-06-02T08:46:54+00:00"
        },
        {
          "claim": "Intel Bets on 18A, Xeon 6+ and AI Partnerships in COMPUTEX Comeback Pitch",
          "source_id": "E0681",
          "timestamp": "2026-06-02T07:04:03+00:00"
        },
        {
          "claim": "Intel’s $9 Billion Regret: The Business Sale Haunting It Today",
          "source_id": "E0682",
          "timestamp": "2026-06-02T12:56:05+00:00"
        },
        {
          "claim": "Why Is INTC Stock Falling Nearly 2% Premarket Today?",
          "source_id": "E0683",
          "timestamp": "2026-06-02T08:03:53+00:00"
        },
        {
          "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $549.16B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%.",
          "source_id": "E1777",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Intel Corporation designs, develops, manufactures, markets, sells, and services computing and related end products and services in the United States, Ireland, Israel, and internationally. It operates through three segments: CCG, DCAI, and Intel Foundry. The company offers client...",
        "gross_margin": "39.38%",
        "market_cap": "$549.16B",
        "name": "Intel Corporation",
        "net_margin": "-27.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.71%",
        "revenue_growth_yoy": "1.36%",
        "revenue_scale": "$53.76B",
        "roic": "-2.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -3.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 109.33 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "INTC",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 106.54,
        "previous_close": 109.33,
        "change": -2.789999999999992,
        "change_pct": -0.025519070703375002,
        "change_5d_pct": -0.1374675931390542,
        "change_20d_pct": 0.11234079513299111,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/INTC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0025",
        "E0679",
        "E0680",
        "E0681",
        "E0682",
        "E0683",
        "E1777"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "INTC",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：HubSpot主要提供CRM、营销、销售、客服和内容管理SaaS，服务中小企业和成长型企业。行业地位：HubSpot是应用软件赛道的重要参与者，可比/竞争公司包括Shopify、ServiceNow、Strategy、Datadog。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "Zacks Investment Ideas feature highlights: NVIDIA, HubSpot, Fluence Energy, CoreWeave and Taiwan",
      "evidence_summary": "HUBS moved -9.9% in the latest session, -9.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1545.",
      "facts": [
        {
          "claim": "HUBS moved -9.9% in the latest session, -9.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0407",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "Zacks Investment Ideas feature highlights: NVIDIA, HubSpot, Fluence Energy, CoreWeave and Taiwan",
          "source_id": "E1545",
          "timestamp": "2026-06-02T08:31:00+00:00"
        },
        {
          "claim": "Analyst Report: HubSpot, Inc.",
          "source_id": "E1546",
          "timestamp": "2026-06-01T22:44:44+00:00"
        },
        {
          "claim": "HUBS fundamentals snapshot: PE 139.40; market cap/assets $12.67B; revenue scale $3.30B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC 0.93%.",
          "source_id": "E1778",
          "timestamp": "2026-06-02T13:41:34.086010+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "HubSpot, Inc., together with its subsidiaries, provides a cloud-based customer relationship management (CRM) platform for businesses in the Americas, Europe, and the Asia Pacific. The company’s CRM platform includes Marketing Hub, a toolset for marketing automation and email, so...",
        "gross_margin": null,
        "market_cap": "$12.67B",
        "name": "HubSpot, Inc.",
        "net_margin": null,
        "pe_ratio": "139.40",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.30B",
        "roic": "0.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hubs/",
        "ticker": "HUBS",
        "timestamp": "2026-06-02T13:41:34.086010+00:00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -9.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 262.20 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "HUBS",
        "timestamp": "2026-06-02T13:41:40+00:00",
        "price": 235.585,
        "previous_close": 262.13,
        "change": -26.544999999999987,
        "change_pct": -0.1012665471331019,
        "change_5d_pct": 0.18988329442787943,
        "change_20d_pct": -0.04787209726551733,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/HUBS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_analyst"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 26,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 50,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0407",
        "E1545",
        "E1546",
        "E1778"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "HUBS",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：The Trade Desk 为品牌广告主和广告代理商提供需求方平台，帮助客户在联网电视、在线视频、音频、移动应用、网页、数字户外和零售媒体等渠道购买广告。公司收入来自按广告花费收取的平台费用和数据、测量、优化相关服务。Kokai 平台负责投放决策、出价、频控、受众管理和效果分析，UID2 与数据市场帮助广告主在隐私规则收紧后继续进行身份识别、触达和归因。行业地位：The Trade Desk 是开放互联网程序化广告领域的头部独立平台，差异化在于不拥有大型媒体库存，因而更容易获得广告主和代理商对中立买方工具的信任。关键经营变量包括联网电视广告预算迁移、零售媒体和数据合作伙伴扩张、广告主对封闭平台的预算再分配、隐私法规和浏览器标识变化、UID2 采用率、Kokai 投放效果，以及宏观广告周期对品牌预算的影响。",
      "core_catalyst": "SEC 4 filing: 4 2026-05-28",
      "evidence_summary": "TTD moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1585.",
      "facts": [
        {
          "claim": "TTD moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0432",
          "timestamp": "2026-06-02T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-05-28",
          "source_id": "E1585",
          "timestamp": "2026-06-01T18:09:08+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-06-01",
          "source_id": "E1586",
          "timestamp": "2026-06-01T16:35:28+00:00"
        },
        {
          "claim": "Assessing Trade Desk (TTD) Valuation After Fresh Sell Rating And Ongoing Share Price Weakness",
          "source_id": "E1587",
          "timestamp": "2026-05-30T11:06:36+00:00"
        },
        {
          "claim": "Trade Desk Names Nate Olmstead as CFO",
          "source_id": "E1588",
          "timestamp": "2026-06-01T21:11:57+00:00"
        },
        {
          "claim": "The Trade Desk Announces Nate Olmstead as Chief Financial Officer",
          "source_id": "E1589",
          "timestamp": "2026-06-01T20:30:00+00:00"
        },
        {
          "claim": "Agoda and The Trade Desk Partner to Help Brands Reach High-Intent Travelers Across APAC",
          "source_id": "E1590",
          "timestamp": "2026-06-01T02:00:00+00:00"
        },
        {
          "claim": "TTD fundamentals snapshot: PE 26.18; market cap/assets $10.10B; revenue scale $2.97B; revenue QoQ -18.65%; revenue YoY 15.55%; gross margin 73.58%; net margin 5.81%; ROIC 10.49%.",
          "source_id": "E1779",
          "timestamp": "2026-06-01T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "The Trade Desk, Inc. operates as a technology company in the United States and internationally. The company creates, manages, and optimizes digital advertising campaigns across ad formats, channels and devices, including CTV and other video, display, audio, and native, on a mult...",
        "gross_margin": "73.58%",
        "market_cap": "$10.10B",
        "name": "The Trade Desk, Inc.",
        "net_margin": "5.81%",
        "pe_ratio": "26.18",
        "revenue_growth_qoq": "-18.65%",
        "revenue_growth_yoy": "15.55%",
        "revenue_scale": "$2.97B",
        "roic": "10.49%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ttd/",
        "ticker": "TTD",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -6.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 23.22 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "TTD",
        "timestamp": "2026-06-02T13:41:42+00:00",
        "price": 21.43,
        "previous_close": 23.22,
        "change": -1.7899999999999991,
        "change_pct": -0.07708871662360028,
        "change_5d_pct": -0.033814260363232096,
        "change_20d_pct": -0.11078839581773059,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TTD?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 50,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0432",
        "E1585",
        "E1586",
        "E1587",
        "E1588",
        "E1589",
        "E1590",
        "E1779"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "TTD",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY -0.2%, QQQ -0.4%, IWM +0.7%, HYG +0.0%, TLT +0.3%, VIXY -1.1%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": 6.262525050093615e-05,
        "IWM": 0.006747871825039775,
        "QQQ": -0.0036621159490535238,
        "SPY": -0.0021620481451208873,
        "TLT": 0.003276003276003303,
        "VIXY": -0.010901467505241125
      },
      "source_id": "E0001",
      "source_type": "macro",
      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-06-02T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-06-02"
    },
    {
      "claim": "SPY moved -0.2% in the latest session, +0.0% relative to SPY, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.005364452527684055,
        "benchmark_return_1d": -0.0021620481451208873,
        "benchmark_return_5d": 0.008406720046896465,
        "body_to_range": 1.6923076923077116,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 756.9,
        "close_location": 0.07692307692300965,
        "consecutive_down_days": 1,
        "consecutive_up_days": 0,
        "dollar_volume": 1606680712.8,
        "gap_pct": -0.004192264086270936,
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    {
      "claim": "AI is multiplying the cybersecurity threat, and Palo Alto Networks and CrowdStrike are the main beneficiaries",
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      "claim": "SEC 4 filing: 4 2026-05-27",
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      "claim": "Summit Royalties Announces Closing of 1.0% NSR Royalty Acquisition on Newmont's Saddle North Deposit",
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      "claim": "Assessing Bristol Myers Squibb (BMY) Valuation As Shares Track Mixed Returns And Earnings Outlook",
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      "claim": "Grid Modernization and Electrification Power Quanta's Backlog of Nearly $50 Billion",
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      "claim": "Is Quanta's Data Center Exposure Turning Into Its Growth Catalyst?",
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      "claim": "How Is Progressive Corporation's Stock Performance Compared to Other Property & Casualty Insurance Stocks?",
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      "claim": "Adobe to Announce Q2 FY2026 Earnings Results on June 11, 2026",
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      "ticker": "ADBE",
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      "claim": "GSK (LSE:GSK) Valuation Check After Recent Share Pullback And Stronger One Year Return",
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      "claim": "Raymond James Adjusts PT on Constellation Energy to $374 From $392, Maintains Outperform Rating",
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        "headline": "Raymond James Adjusts PT on Constellation Energy to $374 From $392, Maintains Outperform Rating"
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      "ticker": "CEG",
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      "claim": "Vistra vs. Constellation Energy: The Big Revenue Face-Off",
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      "claim": "Is Constellation Energy (CEG) Offering Opportunity After Recent Share Price Pullback?",
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        "headline": "Is Constellation Energy (CEG) Offering Opportunity After Recent Share Price Pullback?"
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      "ticker": "CEG",
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      "claim": "Is It Too Late To Consider Northrop Grumman (NOC) After Recent Share Price Softness?",
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      "claim": "Do AutoZone’s (AZO) Strong Sales And Ongoing Buybacks Offset Its Margin Pressure Concerns?",
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      "claim": "Assessing TKO Group Holdings (TKO) Valuation After Trump’s Stake And UFC Freedom 250 White House Launch",
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      "claim": "Does MOD's Q4 Strength and $4B AI Data Center Deal Make It a Buy?",
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      "claim": "Applied Optoelectronics (AAOI) Climbs 17% as This Analyst is Bullish",
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      "claim": "Applied Optoelectronics Is Up 439% in 2026: Is It Outperforming Other Optics Stocks Like Lumentum and Coherent?",
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      "claim": "Performance Food Group Company (PFGC): One of the Top Alternative Meat Stocks to Buy?",
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      "claim": "SEC 4 filing: 4 2026-05-28",
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      "claim": "Agoda and The Trade Desk Partner to Help Brands Reach High-Intent Travelers Across APAC",
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      "claim": "Crown Holdings (CCK): Buy, Sell, or Hold Post Q1 Earnings?",
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      "claim": "CROWN HOLDINGS, INC. APPOINTS OZGUR ATAS PRESIDENT OF ASIA PACIFIC DIVISION",
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      "claim": "Coeur Mining Inc. (CDE) A Stock that Could 10x by 2030 While Returning Shareholder Value",
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      "claim": "Analyst Report: Wynn Resorts, Limited",
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      "claim": "The Zacks Analyst Blog Highlights Microchip, Ross Stores, MasTec, Arrow and Littelfuse",
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      "claim": "Piper Sandler and Stifel Update Price Targets on Figma (FIG) Following Revenue Growth and AI Product Adoption",
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      "claim": "Charles River Laboratories to Present at William Blair and Jefferies Conferences",
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      "claim": "Primerica (PRI) Q1 2026 Earnings Transcript",
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      "claim": "Gap (GAP) Is Down 10.4% After Cutting Sales Outlook And Boosting Earnings Guidance And Buybacks",
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      "claim": "Everus Announces Promotions of Behring, Hendricks",
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      "claim": "This Chinese Education Company Generated $1.4 Billion in Revenue. Why Did a Fund Sell 826,670 Shares?",
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        "headline": "This Chinese Education Company Generated $1.4 Billion in Revenue. Why Did a Fund Sell 826,670 Shares?"
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      "claim": "Why a Fund Dumped a $24 Million China Education Stock While Keeping a Big Position in TAL",
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      "claim": "Joby Aviation Insider Sold Shares Worth $5,008,325, According to a Recent SEC Filing",
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      "claim": "Here’s What Canaccord Thinks About Joby Aviation (JOBY)",
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      "claim": "Jefferies Downgrades StandardAero to Hold From Buy, Adjusts Price Target to $30 From $34",
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      "claim": "How The Investment Story For Brinker International (EAT) Is Evolving Without A New Target",
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      "claim": "Concierge Powered by CLEAR Launched at MIA to Elevate Travel Experiences at Florida's Busiest Airport for International Passengers",
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      "claim": "UiPath (PATH) Is Up 19.9% After First GAAP Profit And Higher 2027 Guidance - Has The Bull Case Changed?",
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      "claim": "Why Is Taylor Morrison Home (TMHC) Stock Soaring Today",
      "confidence": 0.62,
      "publisher": "StockStory",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Why Is Taylor Morrison Home (TMHC) Stock Soaring Today"
      },
      "source_id": "E1736",
      "source_type": "news",
      "ticker": "TMHC",
      "tier": 2,
      "timestamp": "2026-06-02T03:28:51+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/why-taylor-morrison-home-tmhc-032851370.html"
    },
    {
      "claim": "Liberty Energy (LBRT) Surpasses Q1 Estimates as Premium-Fleet Demand Outstrips Capacity Limits",
      "confidence": 0.78,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "supply_demand_mismatch",
        "headline": "Liberty Energy (LBRT) Surpasses Q1 Estimates as Premium-Fleet Demand Outstrips Capacity Limits"
      },
      "source_id": "E1737",
      "source_type": "news",
      "ticker": "LBRT",
      "tier": 2,
      "timestamp": "2026-06-01T09:11:33+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/liberty-energy-lbrt-surpasses-q1-091133543.html"
    },
    {
      "claim": "Liberty Energy Soars 60% in 6 Months: Still a Buy or Time to Hold?",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Liberty Energy Soars 60% in 6 Months: Still a Buy or Time to Hold?"
      },
      "source_id": "E1738",
      "source_type": "news",
      "ticker": "LBRT",
      "tier": 2,
      "timestamp": "2026-06-01T13:07:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/sectors/energy/articles/liberty-energy-soars-60-6-130700130.html"
    },
    {
      "claim": "Liberty Energy Inc. (LBRT): Leopold Aschenbrenner Sells Position",
      "confidence": 0.62,
      "publisher": "Insider Monkey",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Liberty Energy Inc. (LBRT): Leopold Aschenbrenner Sells Position"
      },
      "source_id": "E1739",
      "source_type": "news",
      "ticker": "LBRT",
      "tier": 2,
      "timestamp": "2026-05-30T19:55:48+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/liberty-energy-inc-lbrt-leopold-195548949.html"
    },
    {
      "claim": "Is Avantor (AVTR) Elevating Quality To A Strategic Edge With Its New Regulatory Chief?",
      "confidence": 0.78,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Is Avantor (AVTR) Elevating Quality To A Strategic Edge With Its New Regulatory Chief?"
      },
      "source_id": "E1740",
      "source_type": "news",
      "ticker": "AVTR",
      "tier": 2,
      "timestamp": "2026-06-01T14:07:27+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/sectors/healthcare/articles/avantor-avtr-elevating-quality-strategic-140727884.html"
    },
    {
      "claim": "Avantor (AVTR) Appoints Ludovic Brellier as EVP and Chief Transformation Officer",
      "confidence": 0.62,
      "publisher": "Insider Monkey",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Avantor (AVTR) Appoints Ludovic Brellier as EVP and Chief Transformation Officer"
      },
      "source_id": "E1741",
      "source_type": "news",
      "ticker": "AVTR",
      "tier": 2,
      "timestamp": "2026-06-01T11:37:10+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/avantor-avtr-appoints-ludovic-brellier-113710360.html"
    },
    {
      "claim": "OGS vs. NWN: Which Gas Utility Stock Is a Better Investment Pick?",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "OGS vs. NWN: Which Gas Utility Stock Is a Better Investment Pick?"
      },
      "source_id": "E1742",
      "source_type": "news",
      "ticker": "OGS",
      "tier": 2,
      "timestamp": "2026-06-01T17:54:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/ogs-vs-nwn-gas-utility-175400508.html"
    },
    {
      "claim": "Solaris Energy Infrastructure, Inc. (SEI): Leopold Aschenbrenner Trims Position",
      "confidence": 0.62,
      "publisher": "Insider Monkey",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Solaris Energy Infrastructure, Inc. (SEI): Leopold Aschenbrenner Trims Position"
      },
      "source_id": "E1743",
      "source_type": "news",
      "ticker": "SEI",
      "tier": 2,
      "timestamp": "2026-05-31T21:37:27+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/sectors/energy/articles/solaris-energy-infrastructure-inc-sei-213727691.html"
    },
    {
      "claim": "Why SentinelOne (S) Is Down 11.5% After AI-Focused AWS Deal And Cost-Cutting Restructuring Plan",
      "confidence": 0.78,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "contract_order",
        "headline": "Why SentinelOne (S) Is Down 11.5% After AI-Focused AWS Deal And Cost-Cutting Restructuring Plan"
      },
      "source_id": "E1744",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-05-31T03:06:32+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/why-sentinelone-down-11-5-030632285.html"
    },
    {
      "claim": "Assessing Elastic (ESTC) Valuation After Earnings Beat And Growing AI And Cloud Momentum",
      "confidence": 0.78,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Assessing Elastic (ESTC) Valuation After Earnings Beat And Growing AI And Cloud Momentum"
      },
      "source_id": "E1745",
      "source_type": "earnings",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-06-01T10:09:08+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/assessing-elastic-estc-valuation-earnings-100908357.html"
    },
    {
      "claim": "Reasons Why You Should Retain WEX Stock in Your Portfolio",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Reasons Why You Should Retain WEX Stock in Your Portfolio"
      },
      "source_id": "E1746",
      "source_type": "news",
      "ticker": "WEX",
      "tier": 2,
      "timestamp": "2026-06-01T13:58:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/reasons-why-retain-wex-stock-135800101.html"
    },
    {
      "claim": "Wex (WEX) is a Top-Ranked Value Stock: Should You Buy?",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Wex (WEX) is a Top-Ranked Value Stock: Should You Buy?"
      },
      "source_id": "E1747",
      "source_type": "news",
      "ticker": "WEX",
      "tier": 2,
      "timestamp": "2026-06-01T13:40:04+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/wex-wex-top-ranked-value-134004926.html"
    },
    {
      "claim": "Can Boot Barn Sustain Double-Digit E-Commerce Growth in Fiscal 2027?",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Can Boot Barn Sustain Double-Digit E-Commerce Growth in Fiscal 2027?"
      },
      "source_id": "E1748",
      "source_type": "news",
      "ticker": "BOOT",
      "tier": 2,
      "timestamp": "2026-06-01T15:10:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/boot-barn-sustain-double-digit-151000448.html"
    },
    {
      "claim": "A Look At Boot Barn Holdings’s (BOOT) Valuation As Mixed Returns Contrast With Undervaluation Narrative",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "A Look At Boot Barn Holdings’s (BOOT) Valuation As Mixed Returns Contrast With Undervaluation Narrative"
      },
      "source_id": "E1749",
      "source_type": "news",
      "ticker": "BOOT",
      "tier": 2,
      "timestamp": "2026-06-01T11:14:43+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/look-boot-barn-holdings-boot-111443485.html"
    },
    {
      "claim": "MRVL fundamentals snapshot: PE 75.97; market cap/assets $191.96B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "market_cap": "$191.96B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "75.97",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1750",
      "source_type": "fundamentals",
      "ticker": "MRVL",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/"
    },
    {
      "claim": "HPE fundamentals snapshot: PE 41.70; market cap/assets $62.46B; revenue scale $38.88B; revenue QoQ 14.80%; revenue YoY 23.21%; gross margin -31.28%; net margin 5.66%; ROIC 2.69%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Hewlett Packard Enterprise Company, together with its subsidiaries, develops intelligent solutions in the United States, the Americas, Europe, the Middle East, Africa, the Asia Pacific, Japan, and internationally. It operates in five segments: Server, Hybrid Cloud, Networking, F...",
        "gross_margin": "-31.28%",
        "market_cap": "$62.46B",
        "name": "Hewlett Packard Enterprise Company",
        "net_margin": "5.66%",
        "pe_ratio": "41.70",
        "revenue_growth_qoq": "14.80%",
        "revenue_growth_yoy": "23.21%",
        "revenue_scale": "$38.88B",
        "roic": "2.69%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hpe/",
        "ticker": "HPE",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1751",
      "source_type": "fundamentals",
      "ticker": "HPE",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hpe/"
    },
    {
      "claim": "INTU fundamentals snapshot: PE 21.11; market cap/assets $96.77B; revenue scale $20.93B; revenue QoQ 84.00%; revenue YoY 15.07%; gross margin 84.45%; net margin 35.80%; ROIC 14.61%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Intuit Inc. provides financial management, payments and capital, compliance, and marketing products and services in the United States. The company operates in four segments: Global Business Solutions, Consumer, Credit Karma, and ProTax. The Global Business Solutions segment prov...",
        "gross_margin": "84.45%",
        "market_cap": "$96.77B",
        "name": "Intuit Inc.",
        "net_margin": "35.80%",
        "pe_ratio": "21.11",
        "revenue_growth_qoq": "84.00%",
        "revenue_growth_yoy": "15.07%",
        "revenue_scale": "$20.93B",
        "roic": "14.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intu/",
        "ticker": "INTU",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1752",
      "source_type": "fundamentals",
      "ticker": "INTU",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intu/"
    },
    {
      "claim": "LITE fundamentals snapshot: PE 147.51; market cap/assets $64.89B; revenue scale $2.49B; revenue QoQ 21.47%; revenue YoY 68.98%; gross margin 44.16%; net margin 17.84%; ROIC 3.37%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Lumentum Holdings Inc. manufactures and sells optical and photonic products in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It operates through two segments, Cloud & Networking and Industrial Tech. The Cloud & Networking segment offers optical and photoni...",
        "gross_margin": "44.16%",
        "market_cap": "$64.89B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "17.84%",
        "pe_ratio": "147.51",
        "revenue_growth_qoq": "21.47%",
        "revenue_growth_yoy": "68.98%",
        "revenue_scale": "$2.49B",
        "roic": "3.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1753",
      "source_type": "fundamentals",
      "ticker": "LITE",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/"
    },
    {
      "claim": "MSTR fundamentals snapshot: PE n/a; market cap/assets $49.51B; revenue scale $490.47M; revenue QoQ 1.07%; revenue YoY 6.79%; gross margin 67.06%; net margin -10090.64%; ROIC 0.85%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Strategy Inc, together with its subsidiaries, operates as a bitcoin treasury company in the United States, Europe, the Middle East, Africa, and internationally. It offers investors varying degrees of economic exposure to Bitcoin by offering a range of securities, including equit...",
        "gross_margin": "67.06%",
        "market_cap": "$49.51B",
        "name": "Strategy Inc",
        "net_margin": "-10090.64%",
        "pe_ratio": null,
        "revenue_growth_qoq": "1.07%",
        "revenue_growth_yoy": "6.79%",
        "revenue_scale": "$490.47M",
        "roic": "0.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mstr/",
        "ticker": "MSTR",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1754",
      "source_type": "fundamentals",
      "ticker": "MSTR",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mstr/"
    },
    {
      "claim": "GOOGL fundamentals snapshot: PE 28.46; market cap/assets $4.56T; revenue scale $422.57B; revenue QoQ -3.51%; revenue YoY 17.47%; gross margin 62.45%; net margin 56.94%; ROIC 19.63%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Alphabet Inc. offers various products and platforms in the United States, Europe, the Middle East, Africa, the Asia-Pacific, Canada, and Latin America. It operates through Google Services, Google Cloud, and Other Bets segments. The Google Services segment provides products and s...",
        "gross_margin": "62.45%",
        "market_cap": "$4.56T",
        "name": "Alphabet Inc.",
        "net_margin": "56.94%",
        "pe_ratio": "28.46",
        "revenue_growth_qoq": "-3.51%",
        "revenue_growth_yoy": "17.47%",
        "revenue_scale": "$422.57B",
        "roic": "19.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/googl/",
        "ticker": "GOOGL",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1755",
      "source_type": "fundamentals",
      "ticker": "GOOGL",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/googl/"
    },
    {
      "claim": "GOOG fundamentals snapshot: PE 28.18; market cap/assets $4.51T; revenue scale $422.57B; revenue QoQ -3.51%; revenue YoY 17.47%; gross margin 62.45%; net margin 56.94%; ROIC 19.63%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Alphabet Inc. offers various products and platforms in the United States, Europe, the Middle East, Africa, the Asia-Pacific, Canada, and Latin America. It operates through Google Services, Google Cloud, and Other Bets segments. The Google Services segment provides products and s...",
        "gross_margin": "62.45%",
        "market_cap": "$4.51T",
        "name": "Alphabet Inc.",
        "net_margin": "56.94%",
        "pe_ratio": "28.18",
        "revenue_growth_qoq": "-3.51%",
        "revenue_growth_yoy": "17.47%",
        "revenue_scale": "$422.57B",
        "roic": "19.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/goog/",
        "ticker": "GOOG",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1756",
      "source_type": "fundamentals",
      "ticker": "GOOG",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/goog/"
    },
    {
      "claim": "STM fundamentals snapshot: PE 416.57; market cap/assets $50.82B; revenue scale $12.38B; revenue QoQ -7.0%; revenue YoY 22.96%; gross margin 33.76%; net margin 1.39%; ROIC 0.33%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "STMicroelectronics N.V., together with its subsidiaries, designs, develops, manufactures, and sells semiconductor products in Europe, the Middle East, Africa, the Americas, and the Asia Pacific. The company operates through Analog products, MEMS and Sensors Group (AM&S); Power a...",
        "gross_margin": "33.76%",
        "market_cap": "$50.82B",
        "name": "STMicroelectronics N.V.",
        "net_margin": "1.39%",
        "pe_ratio": "416.57",
        "revenue_growth_qoq": "-7.0%",
        "revenue_growth_yoy": "22.96%",
        "revenue_scale": "$12.38B",
        "roic": "0.33%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stm/",
        "ticker": "STM",
        "timestamp": "2026-06-02T13:41:24.511408+00:00"
      },
      "source_id": "E1757",
      "source_type": "fundamentals",
      "ticker": "STM",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:24.511408+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stm/"
    },
    {
      "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.95M; revenue QoQ -72.9%; revenue YoY 1952.23%; gross margin 20.94%; net margin -1693.80%; ROIC -8.97%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": "20.94%",
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": "-1693.80%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-72.9%",
        "revenue_growth_yoy": "1952.23%",
        "revenue_scale": "$84.95M",
        "roic": "-8.97%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-06-02T13:41:27.317339+00:00"
      },
      "source_id": "E1758",
      "source_type": "fundamentals",
      "ticker": "ASTS",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:27.317339+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/"
    },
    {
      "claim": "BE fundamentals snapshot: PE 12422.86; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ -3.4%; revenue YoY 130.37%; gross margin 30.03%; net margin 9.81%; ROIC 4.46%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "30.03%",
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "12422.86",
        "revenue_growth_qoq": "-3.4%",
        "revenue_growth_yoy": "130.37%",
        "revenue_scale": "$2.45B",
        "roic": "4.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-06-02T13:41:27.778809+00:00"
      },
      "source_id": "E1759",
      "source_type": "fundamentals",
      "ticker": "BE",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:27.778809+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/"
    },
    {
      "claim": "NBIS fundamentals snapshot: PE 86.13; market cap/assets $70.59B; revenue scale $877.90M; revenue QoQ +75.2%; revenue YoY 683.89%; gross margin 73.98%; net margin 155.69%; ROIC -1.81%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": "73.98%",
        "market_cap": "$70.59B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "86.13",
        "revenue_growth_qoq": "+75.2%",
        "revenue_growth_yoy": "683.89%",
        "revenue_scale": "$877.90M",
        "roic": "-1.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-06-02T13:41:27.829254+00:00"
      },
      "source_id": "E1760",
      "source_type": "fundamentals",
      "ticker": "NBIS",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:27.829254+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/"
    },
    {
      "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $14.25B; revenue scale $506.99M; revenue QoQ +12.6%; revenue YoY 51.36%; gross margin 29.06%; net margin -9.45%; ROIC -1.95%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Applied Optoelectronics, Inc. engages in the design, manufacture, and sale of fiber-optic networking products in the United States, Taiwan, and China. The company offers optical modules, optical filters, lasers, laser components, subassemblies, transmitters and transceivers, tur...",
        "gross_margin": "29.06%",
        "market_cap": "$14.25B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": "-9.45%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+12.6%",
        "revenue_growth_yoy": "51.36%",
        "revenue_scale": "$506.99M",
        "roic": "-1.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/",
        "ticker": "AAOI",
        "timestamp": "2026-06-02T13:41:27.872070+00:00"
      },
      "source_id": "E1761",
      "source_type": "fundamentals",
      "ticker": "AAOI",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:27.872070+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aaoi/"
    },
    {
      "claim": "AVGO fundamentals snapshot: PE 87.23; market cap/assets $2.18T; revenue scale $68.28B; revenue QoQ 7.19%; revenue YoY 25.22%; gross margin 65.57%; net margin 38.06%; ROIC 16.42%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Broadcom Inc. designs, develops, and supplies various semiconductor devices and infrastructure software solutions internationally. The company operates in two segments: Semiconductor Solutions and Infrastructure Software. The company offers networking connectivity, such as custo...",
        "gross_margin": "65.57%",
        "market_cap": "$2.18T",
        "name": "Broadcom Inc.",
        "net_margin": "38.06%",
        "pe_ratio": "87.23",
        "revenue_growth_qoq": "7.19%",
        "revenue_growth_yoy": "25.22%",
        "revenue_scale": "$68.28B",
        "roic": "16.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/",
        "ticker": "AVGO",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1762",
      "source_type": "fundamentals",
      "ticker": "AVGO",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/"
    },
    {
      "claim": "DELL fundamentals snapshot: PE 36.13; market cap/assets $303.81B; revenue scale $134.00B; revenue QoQ 31.35%; revenue YoY 38.75%; gross margin 17.75%; net margin 7.84%; ROIC 9.31%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Dell Technologies Inc. designs, develops, manufactures, markets, sells, and supports various comprehensive and integrated solutions, products, and services in the Americas, Europe, the Middle East, Asia, and internationally. The company operates through Infrastructure Solutions...",
        "gross_margin": "17.75%",
        "market_cap": "$303.81B",
        "name": "Dell Technologies Inc.",
        "net_margin": "7.84%",
        "pe_ratio": "36.13",
        "revenue_growth_qoq": "31.35%",
        "revenue_growth_yoy": "38.75%",
        "revenue_scale": "$134.00B",
        "roic": "9.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/",
        "ticker": "DELL",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1763",
      "source_type": "fundamentals",
      "ticker": "DELL",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/"
    },
    {
      "claim": "ORCL fundamentals snapshot: PE 44.01; market cap/assets $713.43B; revenue scale $64.08B; revenue QoQ 7.05%; revenue YoY 14.87%; gross margin 62.16%; net margin 21.65%; ROIC 8.05%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Oracle Corporation offers products and services that address enterprise information technology environments worldwide. Its Oracle cloud software as a service offering include various cloud software applications, including Oracle Fusion cloud enterprise resource planning ERP, Ora...",
        "gross_margin": "62.16%",
        "market_cap": "$713.43B",
        "name": "Oracle Corporation",
        "net_margin": "21.65%",
        "pe_ratio": "44.01",
        "revenue_growth_qoq": "7.05%",
        "revenue_growth_yoy": "14.87%",
        "revenue_scale": "$64.08B",
        "roic": "8.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/orcl/",
        "ticker": "ORCL",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1764",
      "source_type": "fundamentals",
      "ticker": "ORCL",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/orcl/"
    },
    {
      "claim": "AMZN fundamentals snapshot: PE 30.94; market cap/assets $2.81T; revenue scale $742.78B; revenue QoQ -14.93%; revenue YoY 14.22%; gross margin 51.82%; net margin 16.67%; ROIC 9.32%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Amazon.com, Inc. engages in the retail sale of consumer products, advertising, and subscriptions service through online and physical stores in North America and internationally. The company operates through three segments: North America, International, and Amazon Web Services (A...",
        "gross_margin": "51.82%",
        "market_cap": "$2.81T",
        "name": "Amazon.com, Inc.",
        "net_margin": "16.67%",
        "pe_ratio": "30.94",
        "revenue_growth_qoq": "-14.93%",
        "revenue_growth_yoy": "14.22%",
        "revenue_scale": "$742.78B",
        "roic": "9.32%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amzn/",
        "ticker": "AMZN",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1765",
      "source_type": "fundamentals",
      "ticker": "AMZN",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amzn/"
    },
    {
      "claim": "ZS fundamentals snapshot: PE n/a; market cap/assets $25.18B; revenue scale $3.17B; revenue QoQ 4.26%; revenue YoY 24.61%; gross margin 77.35%; net margin -1.63%; ROIC -2.11%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Zscaler, Inc. operates as a cloud security company worldwide. The company offers cyberthreat protection products, including Zscaler Internet Access, which provides threat protection, cloud sandbox, and cloud browser isolation; Zscaler Private Access solution that includes cybert...",
        "gross_margin": "77.35%",
        "market_cap": "$25.18B",
        "name": "Zscaler, Inc.",
        "net_margin": "-1.63%",
        "pe_ratio": null,
        "revenue_growth_qoq": "4.26%",
        "revenue_growth_yoy": "24.61%",
        "revenue_scale": "$3.17B",
        "roic": "-2.11%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/zs/",
        "ticker": "ZS",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1766",
      "source_type": "fundamentals",
      "ticker": "ZS",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/zs/"
    },
    {
      "claim": "OKTA fundamentals snapshot: PE 101.22; market cap/assets $13.16B; revenue scale $3.00B; revenue QoQ +0.5%; revenue YoY 11.19%; gross margin 77.78%; net margin 9.67%; ROIC 0.66%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Okta, Inc. operates as an identity partner in the United States and internationally. It offers Single Sign-on to secure access to cloud and on-premises applications from any device; Adaptive MFA for a risk-based layer of security for an organization’s cloud, mobile, and web appl...",
        "gross_margin": "77.78%",
        "market_cap": "$13.16B",
        "name": "Okta, Inc.",
        "net_margin": "9.67%",
        "pe_ratio": "101.22",
        "revenue_growth_qoq": "+0.5%",
        "revenue_growth_yoy": "11.19%",
        "revenue_scale": "$3.00B",
        "roic": "0.66%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/okta/",
        "ticker": "OKTA",
        "timestamp": "2026-06-02T13:41:30.708711+00:00"
      },
      "source_id": "E1767",
      "source_type": "fundamentals",
      "ticker": "OKTA",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:30.708711+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/okta/"
    },
    {
      "claim": "CRM fundamentals snapshot: PE 21.40; market cap/assets $171.66B; revenue scale $42.83B; revenue QoQ -0.61%; revenue YoY 10.98%; gross margin 76.92%; net margin 18.93%; ROIC 8.81%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Salesforce, Inc. provides customer relationship management technology services that connect companies and customers together in the United States, Europe, and the Asia Pacific. The company offers Agentforce, which enables customers to build, deploy, and manage enterprise-grade,...",
        "gross_margin": "76.92%",
        "market_cap": "$171.66B",
        "name": "Salesforce, Inc.",
        "net_margin": "18.93%",
        "pe_ratio": "21.40",
        "revenue_growth_qoq": "-0.61%",
        "revenue_growth_yoy": "10.98%",
        "revenue_scale": "$42.83B",
        "roic": "8.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crm/",
        "ticker": "CRM",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1768",
      "source_type": "fundamentals",
      "ticker": "CRM",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crm/"
    },
    {
      "claim": "MSFT fundamentals snapshot: PE 27.32; market cap/assets $3.42T; revenue scale $318.27B; revenue QoQ 1.98%; revenue YoY 17.87%; gross margin 67.63%; net margin 38.34%; ROIC 21.46%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Microsoft Corporation develops and supports software, services, devices, and solutions worldwide. The Productivity and Business Processes segment offers Microsoft 365 commercial, enterprise mobility + security, windows commercial, power BI, exchange, sharepoint, Microsoft teams,...",
        "gross_margin": "67.63%",
        "market_cap": "$3.42T",
        "name": "Microsoft Corporation",
        "net_margin": "38.34%",
        "pe_ratio": "27.32",
        "revenue_growth_qoq": "1.98%",
        "revenue_growth_yoy": "17.87%",
        "revenue_scale": "$318.27B",
        "roic": "21.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/msft/",
        "ticker": "MSFT",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1769",
      "source_type": "fundamentals",
      "ticker": "MSFT",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/msft/"
    },
    {
      "claim": "MU fundamentals snapshot: PE 48.44; market cap/assets $1.17T; revenue scale $58.12B; revenue QoQ 74.89%; revenue YoY 85.55%; gross margin 74.39%; net margin 57.79%; ROIC 27.78%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Micron Technology, Inc. designs, develops, manufactures, and sells memory and storage products in the United States, Taiwan, Japan, Mainland China, Hong Kong, Europe, and internationally. It operates through the Cloud Memory Business Unit; Core Data Center Business Unit; Mobile...",
        "gross_margin": "74.39%",
        "market_cap": "$1.17T",
        "name": "Micron Technology, Inc.",
        "net_margin": "57.79%",
        "pe_ratio": "48.44",
        "revenue_growth_qoq": "74.89%",
        "revenue_growth_yoy": "85.55%",
        "revenue_scale": "$58.12B",
        "roic": "27.78%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1770",
      "source_type": "fundamentals",
      "ticker": "MU",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/"
    },
    {
      "claim": "NU fundamentals snapshot: PE 20.04; market cap/assets $68.85B; revenue scale $7.59B; revenue QoQ -4.2%; revenue YoY 43.75%; gross margin n/a; net margin 43.99%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Nu Holdings Ltd. provides digital banking platform in Brazil, Mexico, Colombia, the Cayman Islands, and the United States. The company provides spending solutions comprising Nu credit and prepaid card, a digitally enabled card that acts as a credit and a prepaid card; Nubank+ Ti...",
        "gross_margin": null,
        "market_cap": "$68.85B",
        "name": "Nu Holdings Ltd.",
        "net_margin": "43.99%",
        "pe_ratio": "20.04",
        "revenue_growth_qoq": "-4.2%",
        "revenue_growth_yoy": "43.75%",
        "revenue_scale": "$7.59B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nu/",
        "ticker": "NU",
        "timestamp": "2026-06-02T13:41:31.516842+00:00"
      },
      "source_id": "E1771",
      "source_type": "fundamentals",
      "ticker": "NU",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:31.516842+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nu/"
    },
    {
      "claim": "COHR fundamentals snapshot: PE 151.37; market cap/assets $71.00B; revenue scale $6.60B; revenue QoQ 7.09%; revenue YoY 18.00%; gross margin 37.66%; net margin 10.59%; ROIC 3.93%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Coherent Corp. develops, manufactures, and markets engineered materials, optoelectronic components and devices, and laser systems for the use in the industrial, communications, electronics, and instrumentation markets worldwide. It operates through three segments: Networking, Ma...",
        "gross_margin": "37.66%",
        "market_cap": "$71.00B",
        "name": "Coherent, Inc.",
        "net_margin": "10.59%",
        "pe_ratio": "151.37",
        "revenue_growth_qoq": "7.09%",
        "revenue_growth_yoy": "18.00%",
        "revenue_scale": "$6.60B",
        "roic": "3.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cohr/",
        "ticker": "COHR",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1772",
      "source_type": "fundamentals",
      "ticker": "COHR",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cohr/"
    },
    {
      "claim": "PATH fundamentals snapshot: PE 21.66; market cap/assets $5.76B; revenue scale $1.67B; revenue QoQ -13.0%; revenue YoY 17.32%; gross margin 81.61%; net margin 5.38%; ROIC 1.17%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "UiPath, Inc. provides an automation platform that offers a range of robotic process automation (RPA) solutions primarily in the United States, Romania, the United Kingdom, the Netherlands, and internationally. It offers the UiPath platform, an integrated enterprise software plat...",
        "gross_margin": "81.61%",
        "market_cap": "$5.76B",
        "name": "UiPath Inc.",
        "net_margin": "5.38%",
        "pe_ratio": "21.66",
        "revenue_growth_qoq": "-13.0%",
        "revenue_growth_yoy": "17.32%",
        "revenue_scale": "$1.67B",
        "roic": "1.17%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/path/",
        "ticker": "PATH",
        "timestamp": "2026-06-02T13:41:31.933794+00:00"
      },
      "source_id": "E1773",
      "source_type": "fundamentals",
      "ticker": "PATH",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:31.933794+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/path/"
    },
    {
      "claim": "MCHP fundamentals snapshot: PE 245.36; market cap/assets $49.61B; revenue scale $4.71B; revenue QoQ 10.56%; revenue YoY 7.08%; gross margin 60.98%; net margin 11.00%; ROIC 3.41%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Microchip Technology Incorporated develops, manufactures, and sells smart, connected, and secure embedded control solutions in the Americas, Europe, and Asia. It operates through two segments, Semiconductor Products and Technology Licensing. The company offers general purpose 8-...",
        "gross_margin": "60.98%",
        "market_cap": "$49.61B",
        "name": "Microchip Technology Incorporated",
        "net_margin": "11.00%",
        "pe_ratio": "245.36",
        "revenue_growth_qoq": "10.56%",
        "revenue_growth_yoy": "7.08%",
        "revenue_scale": "$4.71B",
        "roic": "3.41%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mchp/",
        "ticker": "MCHP",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1774",
      "source_type": "fundamentals",
      "ticker": "MCHP",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mchp/"
    },
    {
      "claim": "AMAT fundamentals snapshot: PE 42.76; market cap/assets $363.77B; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Applied Materials, Inc. provides materials engineering solutions, equipment, services, and software to the semiconductor and related industries in the United States, China, Korea, Taiwan, Japan, Southeast Asia, Europe, and internationally. The company operates through Semiconduc...",
        "gross_margin": "49.90%",
        "market_cap": "$363.77B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "42.76",
        "revenue_growth_qoq": "12.81%",
        "revenue_growth_yoy": "3.33%",
        "revenue_scale": "$29.02B",
        "roic": "21.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "ticker": "AMAT",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1775",
      "source_type": "fundamentals",
      "ticker": "AMAT",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/"
    },
    {
      "claim": "BABA fundamentals snapshot: PE 19.66; market cap/assets $306.98B; revenue scale $148.41B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Alibaba Group Holding Limited, through its subsidiaries, provides technology infrastructure and marketing reach to help merchants, brands, retailers, and other businesses in the People's Republic of China and internationally. It operates through the Alibaba China E-Commerce Grou...",
        "gross_margin": null,
        "market_cap": "$306.98B",
        "name": "Alibaba Group Holding Limited",
        "net_margin": null,
        "pe_ratio": "19.66",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$148.41B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/baba/",
        "ticker": "BABA",
        "timestamp": "2026-06-02T13:41:33.545510+00:00"
      },
      "source_id": "E1776",
      "source_type": "fundamentals",
      "ticker": "BABA",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:33.545510+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/baba/"
    },
    {
      "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $549.16B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Intel Corporation designs, develops, manufactures, markets, sells, and services computing and related end products and services in the United States, Ireland, Israel, and internationally. It operates through three segments: CCG, DCAI, and Intel Foundry. The company offers client...",
        "gross_margin": "39.38%",
        "market_cap": "$549.16B",
        "name": "Intel Corporation",
        "net_margin": "-27.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.71%",
        "revenue_growth_yoy": "1.36%",
        "revenue_scale": "$53.76B",
        "roic": "-2.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1777",
      "source_type": "fundamentals",
      "ticker": "INTC",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/"
    },
    {
      "claim": "HUBS fundamentals snapshot: PE 139.40; market cap/assets $12.67B; revenue scale $3.30B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC 0.93%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "HubSpot, Inc., together with its subsidiaries, provides a cloud-based customer relationship management (CRM) platform for businesses in the Americas, Europe, and the Asia Pacific. The company’s CRM platform includes Marketing Hub, a toolset for marketing automation and email, so...",
        "gross_margin": null,
        "market_cap": "$12.67B",
        "name": "HubSpot, Inc.",
        "net_margin": null,
        "pe_ratio": "139.40",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.30B",
        "roic": "0.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hubs/",
        "ticker": "HUBS",
        "timestamp": "2026-06-02T13:41:34.086010+00:00"
      },
      "source_id": "E1778",
      "source_type": "fundamentals",
      "ticker": "HUBS",
      "tier": 2,
      "timestamp": "2026-06-02T13:41:34.086010+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hubs/"
    },
    {
      "claim": "TTD fundamentals snapshot: PE 26.18; market cap/assets $10.10B; revenue scale $2.97B; revenue QoQ -18.65%; revenue YoY 15.55%; gross margin 73.58%; net margin 5.81%; ROIC 10.49%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "The Trade Desk, Inc. operates as a technology company in the United States and internationally. The company creates, manages, and optimizes digital advertising campaigns across ad formats, channels and devices, including CTV and other video, display, audio, and native, on a mult...",
        "gross_margin": "73.58%",
        "market_cap": "$10.10B",
        "name": "The Trade Desk, Inc.",
        "net_margin": "5.81%",
        "pe_ratio": "26.18",
        "revenue_growth_qoq": "-18.65%",
        "revenue_growth_yoy": "15.55%",
        "revenue_scale": "$2.97B",
        "roic": "10.49%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ttd/",
        "ticker": "TTD",
        "timestamp": "2026-06-01T00:00:00+00:00"
      },
      "source_id": "E1779",
      "source_type": "fundamentals",
      "ticker": "TTD",
      "tier": 2,
      "timestamp": "2026-06-01T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260601-224459-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ttd/"
    }
  ],
  "generated_at": "2026-06-02T13:41:42.118208+00:00",
  "market_regime": "Mixed regime; prioritize evidence-backed dispersion and keep hedge candidates visible.",
  "metadata": {
    "activation_score_weights": {
      "catalyst_quality": 30,
      "price_action": 30,
      "tradability": 10,
      "volume_confirmation": 30
    },
    "advice_boundary": "attention priority only; no deterministic buy/sell advice",
    "attention_grade_policy": "ranked_activation_score",
    "attention_grade_targets": {
      "A": 10,
      "B": 15,
      "S": 5
    },
    "candidate_count_before_card_cap": 150,
    "fundamentals_provider": "ProductionDbFundamentalsProvider",
    "locale": "zh",
    "market_data_provider": "YahooChartMarketDataProvider",
    "news_provider": "CompositeNewsProvider",
    "provider": "yahoo",
    "quote_refresh_seconds": 600,
    "quotes_provider": "YahooRealtimeQuoteProvider",
    "universe": "eligible_5b",
    "universe_size": 1119,
    "quotes_updated_at": "2026-06-02T13:41:44.503914+00:00"
  },
  "session": "premarket"
}