{
  "cards": [
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：超微电脑主要经营服务器、AI服务器、存储和数据中心硬件解决方案。行业地位：超微电脑是计算硬件赛道的重要参与者，可比/竞争公司包括HP、IonQ、Logitech International、D-Wave Quantum。关键变量主要是AI服务器需求、PC换机、组件成本、渠道库存、毛利率和技术路线。",
      "core_catalyst": "Super Micro Jumps 13% on Record $60B Order Backlog; Dell, HPE Rally on AI Server Read-Through",
      "evidence_summary": "SMCI moved +18.5% in the latest session, +18.6% relative to benchmark, with volume at 0.8x its 20-day average. Reliable catalyst source: E0465.",
      "facts": [
        {
          "claim": "SMCI moved +18.5% in the latest session, +18.6% relative to benchmark, with volume at 0.8x its 20-day average.",
          "source_id": "E0014",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Super Micro Jumps 13% on Record $60B Order Backlog; Dell, HPE Rally on AI Server Read-Through",
          "source_id": "E0465",
          "timestamp": "2026-07-22T13:19:43+00:00"
        },
        {
          "claim": "Super Micro Jumps on $60 Billion Order Surge",
          "source_id": "E0466",
          "timestamp": "2026-07-22T13:06:57+00:00"
        },
        {
          "claim": "Stock Market Today: Dow Falls As Oil Prices Jump; SMCI Surges With Alphabet, Tesla Earnings Next (Live Coverage)",
          "source_id": "E0467",
          "timestamp": "2026-07-22T13:04:36+00:00"
        },
        {
          "claim": "Super Micro shares soar 18% as AI server orders top $60B",
          "source_id": "E0468",
          "timestamp": "2026-07-22T12:40:16+00:00"
        },
        {
          "claim": "SMCI fundamentals snapshot: PE 15.84; market cap/assets $19.54B; revenue scale $33.70B; revenue QoQ -19.23%; revenue YoY 56.24%; gross margin 9.95%; net margin 4.72%; ROIC 6.44%; engine score health 40.33 / valuation n/a.",
          "source_id": "E1358",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Super Micro Computer, Inc., together with its subsidiaries, develops and sells server and storage solutions based on modular and open-standard architecture in the United States, Asia, Europe, and internationally. The company provides liquid and air-cooled AI servers for training...",
        "gross_margin": "9.95%",
        "health_score": "40.33",
        "market_cap": "$19.54B",
        "name": "Super Micro Computer, Inc.",
        "net_margin": "4.72%",
        "pe_ratio": "15.84",
        "revenue_growth_qoq": "-19.23%",
        "revenue_growth_yoy": "56.24%",
        "revenue_scale": "$33.70B",
        "roic": "6.44%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/smci/",
        "ticker": "SMCI",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +18.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 25.50 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": "SMCI",
        "timestamp": "2026-07-22T13:41:48+00:00",
        "price": 30.535,
        "previous_close": 25.5,
        "change": 5.035,
        "change_pct": 0.19745098039215692,
        "change_5d_pct": 0.1355522756818932,
        "change_20d_pct": -0.08358342497994764,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SMCI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_contract_order"
      ],
      "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": 19,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 66,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 8
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0014",
        "E0465",
        "E0466",
        "E0467",
        "E0468",
        "E1358"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "SMCI",
      "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": "S",
      "business_summary": "业务：GE Vernova为公用事业、独立发电商、工业客户和政府提供燃气轮机、核电相关技术、水电、蒸汽发电、风机叶片和风电整机、电网自动化、高压设备、变压器、电力转换、储能、太阳能解决方案和电力软件。收入来自新设备销售、项目交付、长期服务协议、备件、维修升级和电网数字化。行业地位：公司在燃气轮机、电力服务、美国陆上风电和电网设备中拥有重要装机基础，是电气化和电力可靠性投资的直接受益者。关键变量包括数据中心和工业用电增长、燃气轮机订单与交付槽位、电网资本开支、风电项目利润修复、质保和执行风险、IRA等政策支持、利率对可再生项目的影响、供应链和大件设备产能。",
      "core_catalyst": "GE Vernova stock drops despite surging AI-driven orders as wind segment drags",
      "evidence_summary": "GEV moved -6.7% in the latest session, -6.6% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E0532.",
      "facts": [
        {
          "claim": "GEV moved -6.7% in the latest session, -6.6% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0034",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "GE Vernova stock drops despite surging AI-driven orders as wind segment drags",
          "source_id": "E0532",
          "timestamp": "2026-07-22T13:15:09+00:00"
        },
        {
          "claim": "Market Chatter: GE Vernova Preparing Venezuela Power Generation Contracts",
          "source_id": "E0533",
          "timestamp": "2026-07-22T13:03:56+00:00"
        },
        {
          "claim": "GE Vernova Q2 Earnings Call Highlights",
          "source_id": "E0534",
          "timestamp": "2026-07-22T13:02:22+00:00"
        },
        {
          "claim": "GE Vernova Q2 Earnings, Revenue Rise; 2026 Revenue Outlook Raised",
          "source_id": "E0535",
          "timestamp": "2026-07-22T12:35:45+00:00"
        },
        {
          "claim": "GEV fundamentals snapshot: PE 30.92; market cap/assets $289.90B; revenue scale $39.38B; revenue QoQ -14.76%; revenue YoY 10.24%; gross margin 19.07%; net margin 50.81%; ROIC 2.02%; engine score health 75.00 / valuation 33.33.",
          "source_id": "E1359",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "GE Vernova Inc., an energy company, engages in the provision of various products and services that generate, transfer, orchestrate, convert, and store electricity in the United States, Europe, Asia, the Middle East, and Africa. The company operates through three segments: Power,...",
        "gross_margin": "19.07%",
        "health_score": "75.00",
        "market_cap": "$289.90B",
        "name": "GE Vernova Inc.",
        "net_margin": "50.81%",
        "pe_ratio": "30.92",
        "revenue_growth_qoq": "-14.76%",
        "revenue_growth_yoy": "10.24%",
        "revenue_scale": "$39.38B",
        "roic": "2.02%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gev/",
        "ticker": "GEV",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "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 1078.81 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": "GEV",
        "timestamp": "2026-07-22T13:41:51+00:00",
        "price": 1008.0,
        "previous_close": 1079.03,
        "change": -71.02999999999997,
        "change_pct": -0.06582764149282228,
        "change_5d_pct": -0.04480330147854439,
        "change_20d_pct": -0.026068118203146806,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GEV?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_contract_order",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "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": 14,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0034",
        "E0532",
        "E0533",
        "E0534",
        "E0535",
        "E1359"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "GEV",
      "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": "S",
      "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": "Super Micro Jumps 13% on Record $60B Order Backlog; Dell, HPE Rally on AI Server Read-Through",
      "evidence_summary": "DELL moved +7.1% in the latest session, +7.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0623.",
      "facts": [
        {
          "claim": "DELL moved +7.1% in the latest session, +7.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0059",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Super Micro Jumps 13% on Record $60B Order Backlog; Dell, HPE Rally on AI Server Read-Through",
          "source_id": "E0623",
          "timestamp": "2026-07-22T13:19:43+00:00"
        },
        {
          "claim": "Super Micro Soars On Booming Margins, Orders; Dell, HP Enterprise Also Rally",
          "source_id": "E0624",
          "timestamp": "2026-07-22T12:28:03+00:00"
        },
        {
          "claim": "Can Dell (DELL) Sustain Its AI Server Momentum Without Reshaping Its Risk Profile?",
          "source_id": "E0625",
          "timestamp": "2026-07-22T02:10:46+00:00"
        },
        {
          "claim": "DELL fundamentals snapshot: PE 30.59; market cap/assets $257.22B; revenue scale $134.00B; revenue QoQ 31.35%; revenue YoY 38.75%; gross margin 17.75%; net margin 7.84%; ROIC 9.31%; engine score health 100.00 / valuation 100.00.",
          "source_id": "E1360",
          "timestamp": "2026-07-17T00:00:00+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%",
        "health_score": "100.00",
        "market_cap": "$257.22B",
        "name": "Dell Technologies Inc.",
        "net_margin": "7.84%",
        "pe_ratio": "30.59",
        "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/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/",
        "ticker": "DELL",
        "timestamp": "2026-07-17T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "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 404.15 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": "DELL",
        "timestamp": "2026-07-22T13:41:50+00:00",
        "price": 434.06,
        "previous_close": 404.05,
        "change": 30.00999999999999,
        "change_pct": 0.07427298601658205,
        "change_5d_pct": 0.05180771470308665,
        "change_20d_pct": 0.014680446113945367,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/DELL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 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": "long_research",
      "source_ids": [
        "E0059",
        "E0623",
        "E0624",
        "E0625",
        "E1360"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "DELL",
      "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": "S",
      "business_summary": "业务：通过AT&T和Cricket提供后付费、预付费无线套餐、设备销售、漫游和5G服务；消费者固网重点建设AT&T Fiber，同时以Internet Air提供固定无线宽带补充覆盖；企业部门向公司和政府客户销售专线、以太网、SD-WAN、语音、物联网、安全和云连接，传统铜线和老式数据业务继续收缩。行业地位：美国全国性通信基础设施公司，移动和光纤捆绑是差异化方向。影响变量包括无线客户净新增、流失率和ARPU、光纤覆盖扩张和渗透率、资本开支、债务去杠杆、企业传统线路下滑、频谱效率及行业促销竞争。",
      "core_catalyst": "AT&T (T) Earnings Beat Puts Its Fair Value Story Back In Focus",
      "evidence_summary": "T moved +4.6% in the latest session, +4.8% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0574.",
      "facts": [
        {
          "claim": "T moved +4.6% in the latest session, +4.8% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0047",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "AT&T (T) Earnings Beat Puts Its Fair Value Story Back In Focus",
          "source_id": "E0574",
          "timestamp": "2026-07-22T12:11:14+00:00"
        },
        {
          "claim": "AT&T (T) Beats Q2 Earnings Estimates",
          "source_id": "E0575",
          "timestamp": "2026-07-22T11:50:02+00:00"
        },
        {
          "claim": "T fundamentals snapshot: PE 7.24; market cap/assets $154.67B; revenue scale $126.53B; revenue QoQ -5.86%; revenue YoY 2.92%; gross margin 44.35%; net margin 12.15%; ROIC 5.81%; engine score health 58.33 / valuation 100.00.",
          "source_id": "E1361",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "AT&T Inc. provides telecommunications and technology services worldwide. It operates through two segments, Communications and Latin America. The Communications segment offers wireless voice and data communications services; and sells handsets, wireless data cards, wireless compu...",
        "gross_margin": "44.35%",
        "health_score": "58.33",
        "market_cap": "$154.67B",
        "name": "AT&T Inc.",
        "net_margin": "12.15%",
        "pe_ratio": "7.24",
        "revenue_growth_qoq": "-5.86%",
        "revenue_growth_yoy": "2.92%",
        "revenue_scale": "$126.53B",
        "roic": "5.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/t/",
        "ticker": "T",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 22.26 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": "T",
        "timestamp": "2026-07-22T13:41:49+00:00",
        "price": 23.235,
        "previous_close": 22.275,
        "change": 0.9600000000000009,
        "change_pct": 0.04309764309764308,
        "change_5d_pct": 0.08422770271208413,
        "change_20d_pct": 0.018632202718469326,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/T?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "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": 3,
        "price_action": 13,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 54,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0047",
        "E0574",
        "E0575",
        "E1361"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "T",
      "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": "S",
      "business_summary": "业务：TE Connectivity主要经营连接器、传感器和电子元件，服务汽车、工业、通信和消费电子市场。行业地位：TE Connectivity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、Coherent、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": "Is TEL’s Ongoing Earnings Outperformance Reframing the Investment Case for TE Connectivity (TEL)?",
      "evidence_summary": "TEL moved -6.4% in the latest session, -6.3% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0821.",
      "facts": [
        {
          "claim": "TEL moved -6.4% in the latest session, -6.3% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0126",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Is TEL’s Ongoing Earnings Outperformance Reframing the Investment Case for TE Connectivity (TEL)?",
          "source_id": "E0821",
          "timestamp": "2026-07-22T13:12:29+00:00"
        },
        {
          "claim": "What AI Slowdown? TE Connectivity Earnings Were Rock Solid and the Stock’s Up.",
          "source_id": "E0822",
          "timestamp": "2026-07-22T11:29:00+00:00"
        },
        {
          "claim": "TE Connectivity (TEL) Q3 Earnings and Revenues Surpass Estimates",
          "source_id": "E0823",
          "timestamp": "2026-07-22T11:10:02+00:00"
        },
        {
          "claim": "TE Connectivity: Fiscal Q3 Earnings Snapshot",
          "source_id": "E0824",
          "timestamp": "2026-07-22T10:06:27+00:00"
        },
        {
          "claim": "TEL fundamentals snapshot: PE 21.32; market cap/assets $57.06B; revenue scale $18.52B; revenue QoQ 1.61%; revenue YoY 15.58%; gross margin 36.78%; net margin 18.02%; ROIC 13.91%; engine score health 60.00 / valuation n/a.",
          "source_id": "E1362",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "TE Connectivity plc, together with its subsidiaries, manufactures and sells connectivity and sensor solutions in Europe, the Middle East, Africa, the Asia–Pacific, and the Americas. The company operates through two reportable segments, Transportation Solutions and Industrial Sol...",
        "gross_margin": "36.78%",
        "health_score": "60.00",
        "market_cap": "$57.06B",
        "name": "TE Connectivity plc",
        "net_margin": "18.02%",
        "pe_ratio": "21.32",
        "revenue_growth_qoq": "1.61%",
        "revenue_growth_yoy": "15.58%",
        "revenue_scale": "$18.52B",
        "roic": "13.91%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tel/",
        "ticker": "TEL",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 209.01 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": "TEL",
        "timestamp": "2026-07-22T13:41:49+00:00",
        "price": 195.775,
        "previous_close": 209.09,
        "change": -13.314999999999998,
        "change_pct": -0.06368071165526801,
        "change_5d_pct": -0.027639795565265635,
        "change_20d_pct": -0.03582862813305843,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TEL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "near_local_low",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "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": 16,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0126",
        "E0821",
        "E0822",
        "E0823",
        "E0824",
        "E1362"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "TEL",
      "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": "A",
      "business_summary": "业务：Westinghouse Air Brake Technologies主要经营铁路货运网络、机车车辆或铁路设备服务，承运工业品、煤炭、粮食、汽车和多式联运货物。行业地位：Westinghouse Air Brake Technologies是铁路运输赛道的重要公司，可比/竞争公司包括CSX、Canadian Pacific Kansas City、Norfolk Southern、Canadian National Railway。关键变量主要是货量、价格、服务水平、燃油成本、劳资协议、监管和北美工业活动。",
      "core_catalyst": "Wabtec shares edge higher after second-quarter earnings beat and raised full-year outlook (NYSE:WAB)",
      "evidence_summary": "WAB moved +7.9% in the latest session, +8.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0885.",
      "facts": [
        {
          "claim": "WAB moved +7.9% in the latest session, +8.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0150",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Wabtec shares edge higher after second-quarter earnings beat and raised full-year outlook (NYSE:WAB)",
          "source_id": "E0885",
          "timestamp": "2026-07-22T12:46:00+00:00"
        },
        {
          "claim": "Westinghouse Air Brake Technologies (WAB) Q2 Earnings and Revenues Surpass Estimates",
          "source_id": "E0886",
          "timestamp": "2026-07-22T11:40:02+00:00"
        },
        {
          "claim": "Westinghouse Air Brake Technologies Q2 Adjusted Earnings, Net Sales Increase; 2026 Outlook Raised",
          "source_id": "E0887",
          "timestamp": "2026-07-22T11:09:30+00:00"
        },
        {
          "claim": "Wabtec (NYSE:WAB) Exceeds Q2 CY2026 Expectations",
          "source_id": "E0888",
          "timestamp": "2026-07-22T10:43:04+00:00"
        },
        {
          "claim": "WAB fundamentals snapshot: PE 37.00; market cap/assets $44.77B; revenue scale $11.51B; revenue QoQ -0.51%; revenue YoY 9.59%; gross margin 35.97%; net margin 12.27%; ROIC 7.99%; engine score health 43.54 / valuation 31.43.",
          "source_id": "E1363",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Westinghouse Air Brake Technologies Corporation provides locomotives, equipment, systems, and services for the freight rail and passenger transit industries worldwide. It operates in two segments, Freight and Transit. It offers diesel-electric and liquid natural gas-powered loco...",
        "gross_margin": "35.97%",
        "health_score": "43.54",
        "market_cap": "$44.77B",
        "name": "Westinghouse Air Brake Technologies Corporation",
        "net_margin": "12.27%",
        "pe_ratio": "37.00",
        "revenue_growth_qoq": "-0.51%",
        "revenue_growth_yoy": "9.59%",
        "revenue_scale": "$11.51B",
        "roic": "7.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wab/",
        "ticker": "WAB",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "31.43"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +8.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 263.53 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": "WAB",
        "timestamp": "2026-07-22T13:41:49+00:00",
        "price": 285.57,
        "previous_close": 263.52,
        "change": 22.05000000000001,
        "change_pct": 0.08367486338797825,
        "change_5d_pct": 0.09957263638582359,
        "change_20d_pct": 0.05664911448664611,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/WAB?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "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": 0,
        "expectation_gap": 3,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0150",
        "E0885",
        "E0886",
        "E0887",
        "E0888",
        "E1363"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "WAB",
      "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：General Motors主要研发、制造和销售汽车、皮卡、SUV、电动车及相关金融服务。行业地位：General Motors是汽车制造赛道的核心公司，可比/竞争公司包括Ferrari、Honda Motor、Stellantis、Rivian Automotive。关键变量主要是销量、车型周期、价格竞争、电池成本、监管排放、软件能力和产能利用率。",
      "core_catalyst": "SEC 10-Q filing: 10-Q 2026-06-30",
      "evidence_summary": "GM moved +5.0% in the latest session, +5.1% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0794.",
      "facts": [
        {
          "claim": "GM moved +5.0% in the latest session, +5.1% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0116",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-06-30",
          "source_id": "E0794",
          "timestamp": "2026-07-21T16:16:05+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-21",
          "source_id": "E0795",
          "timestamp": "2026-07-21T07:14:57+00:00"
        },
        {
          "claim": "Deutsche Bank Adjusts General Motors Price Target to $100 From $90, Maintains Buy Rating",
          "source_id": "E0796",
          "timestamp": "2026-07-22T12:14:28+00:00"
        },
        {
          "claim": "GM Korea’s unionised workers continue partial strikes",
          "source_id": "E0797",
          "timestamp": "2026-07-22T12:07:30+00:00"
        },
        {
          "claim": "RBC Raises Price Target on General Motors to $100 From $94, Keeps Outperform Rating",
          "source_id": "E0798",
          "timestamp": "2026-07-22T11:01:01+00:00"
        },
        {
          "claim": "Wells Fargo Adjusts Price Target on General Motors to $61 From $60, Maintains Underweight Rating",
          "source_id": "E0799",
          "timestamp": "2026-07-22T10:05:11+00:00"
        },
        {
          "claim": "GM fundamentals snapshot: PE 36.34; market cap/assets $69.74B; revenue scale $185.53B; revenue QoQ 10.09%; revenue YoY -1.11%; gross margin 7.61%; net margin 2.65%; ROIC 0.64%; engine score health 38.08 / valuation 86.36.",
          "source_id": "E1364",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "7.61%",
        "health_score": "38.08",
        "market_cap": "$69.74B",
        "name": "General Motors Company",
        "net_margin": "2.65%",
        "pe_ratio": "36.34",
        "revenue_growth_qoq": "10.09%",
        "revenue_growth_yoy": "-1.11%",
        "revenue_scale": "$185.53B",
        "roic": "0.64%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "GM",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "86.36"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +5.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 79.52 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": "GM",
        "timestamp": "2026-07-22T13:41:51+00:00",
        "price": 83.351,
        "previous_close": 79.51,
        "change": 3.840999999999994,
        "change_pct": 0.04830838888190159,
        "change_5d_pct": 0.07355745305573769,
        "change_20d_pct": 0.05574418267100145,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst"
      ],
      "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": 15,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0116",
        "E0794",
        "E0795",
        "E0796",
        "E0797",
        "E0798",
        "E0799",
        "E1364"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "GM",
      "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：CME Group主要经营期货和期权交易所，覆盖利率、股指、外汇、能源、农产品和金属合约。行业地位：CME Group是交易所与金融数据赛道的超核心公司，可比/竞争公司包括S&P Global、Intercontinental Exchange、Moody's、Nasdaq。关键变量主要是市场波动、发行融资、数据订阅、指数授权、监管变化和平台网络效应。",
      "core_catalyst": "CME Group shares edge higher after second-quarter earnings beat expectations (NASDAQ:CME)",
      "evidence_summary": "CME moved +5.6% in the latest session, +5.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0682.",
      "facts": [
        {
          "claim": "CME moved +5.6% in the latest session, +5.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0078",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "CME Group shares edge higher after second-quarter earnings beat expectations (NASDAQ:CME)",
          "source_id": "E0682",
          "timestamp": "2026-07-22T12:39:43+00:00"
        },
        {
          "claim": "CME Group (CME) Q2 Earnings and Revenues Top Estimates",
          "source_id": "E0683",
          "timestamp": "2026-07-22T12:10:02+00:00"
        },
        {
          "claim": "CME Group's Q2 Adjusted Earnings, Revenue Rise",
          "source_id": "E0684",
          "timestamp": "2026-07-22T11:12:37+00:00"
        },
        {
          "claim": "CME Group’s (NASDAQ:CME) Q2 CY2026 Sales Top Estimates",
          "source_id": "E0685",
          "timestamp": "2026-07-22T11:24:37+00:00"
        },
        {
          "claim": "CME fundamentals snapshot: PE 20.17; market cap/assets $90.97B; revenue scale $6.76B; revenue QoQ 14.04%; revenue YoY 7.54%; gross margin 88.14%; net margin 61.40%; ROIC 2.19%; engine score health 51.25 / valuation n/a.",
          "source_id": "E1365",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "CME Group Inc., together with its subsidiaries, operates contract markets for the trading of futures and options on futures contracts worldwide. It offers futures and options products based on interest rates, equity indexes, and foreign exchange; and agricultural, energy, and me...",
        "gross_margin": "88.14%",
        "health_score": "51.25",
        "market_cap": "$90.97B",
        "name": "CME Group Inc.",
        "net_margin": "61.40%",
        "pe_ratio": "20.17",
        "revenue_growth_qoq": "14.04%",
        "revenue_growth_yoy": "7.54%",
        "revenue_scale": "$6.76B",
        "roic": "2.19%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cme/",
        "ticker": "CME",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 237.38 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": "CME",
        "timestamp": "2026-07-22T13:41:50+00:00",
        "price": 252.4,
        "previous_close": 237.38,
        "change": 15.02000000000001,
        "change_pct": 0.06327407532226803,
        "change_5d_pct": 0.029447783424018104,
        "change_20d_pct": 0.041855880967081927,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CME?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "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": 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": "long_research",
      "source_ids": [
        "E0078",
        "E0682",
        "E0683",
        "E0684",
        "E0685",
        "E1365"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "CME",
      "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：Reddit主要经营在线社区和内容平台，收入来自广告、数据授权和用户相关服务。行业地位：Reddit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、Nebius Group、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": "Reddit May Block Google AI Access as $60 Million Deal Nears Expiry: Will RDDT Stock Crash?",
      "evidence_summary": "RDDT moved -9.6% in the latest session, -9.5% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E0968.",
      "facts": [
        {
          "claim": "RDDT moved -9.6% in the latest session, -9.5% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0182",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Reddit May Block Google AI Access as $60 Million Deal Nears Expiry: Will RDDT Stock Crash?",
          "source_id": "E0968",
          "timestamp": "2026-07-22T13:30:00+00:00"
        },
        {
          "claim": "Reddit shares fall as reported Google AI licensing dispute raises traffic concerns (NYSE:RDDT)",
          "source_id": "E0969",
          "timestamp": "2026-07-22T12:49:36+00:00"
        },
        {
          "claim": "Why Is RDDT Stock Falling Today? Two Things Investors Are Watching",
          "source_id": "E0970",
          "timestamp": "2026-07-22T12:11:59+00:00"
        },
        {
          "claim": "Reddit shares drop as threat to cut off Google AI sparks standoff",
          "source_id": "E0971",
          "timestamp": "2026-07-22T11:38:41+00:00"
        },
        {
          "claim": "RDDT fundamentals snapshot: PE 47.92; market cap/assets $32.88B; revenue scale $2.47B; revenue QoQ -8.6%; revenue YoY 69.08%; gross margin 91.52%; net margin 30.75%; ROIC 40.04%.",
          "source_id": "E1366",
          "timestamp": "2026-07-22T13:41:30.217348+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Reddit, Inc. operates a digital community in the United States and internationally. The company’s platform enables user to engage in conversations, explore passions, research new hobbies, exchange goods and services, create new communities and experiences, share laughs, and find...",
        "gross_margin": "91.52%",
        "health_score": null,
        "market_cap": "$32.88B",
        "name": "Reddit, Inc.",
        "net_margin": "30.75%",
        "pe_ratio": "47.92",
        "revenue_growth_qoq": "-8.6%",
        "revenue_growth_yoy": "69.08%",
        "revenue_scale": "$2.47B",
        "roic": "40.04%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rddt/",
        "ticker": "RDDT",
        "timestamp": "2026-07-22T13:41:30.217348+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -9.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 185.84 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": "RDDT",
        "timestamp": "2026-07-22T13:41:50+00:00",
        "price": 168.715,
        "previous_close": 185.99,
        "change": -17.275000000000006,
        "change_pct": -0.09288133770632834,
        "change_5d_pct": -0.14803312104227317,
        "change_20d_pct": 0.018625822775107714,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RDDT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 16,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 50,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 5
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0182",
        "E0968",
        "E0969",
        "E0970",
        "E0971",
        "E1366"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "RDDT",
      "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": "A",
      "business_summary": "业务：菲利普莫里斯国际在美国以外经营Marlboro等卷烟品牌，并重点推动IQOS加热烟草、TEREA烟弹、ZYN尼古丁袋、VEEV电子雾化等无烟产品。公司收入来自卷烟出货、加热烟草设备与耗材、口含尼古丁产品、渠道分销和定价提升，客户为成年烟草和尼古丁消费者，零售网络、监管许可和品牌转换是商业化核心。行业地位：公司是全球烟草巨头中无烟转型最激进的一家，IQOS和ZYN的渗透率决定长期增长叙事。关键变量包括各国烟草和尼古丁监管、FDA授权、消费税、口味限制、非法贸易、卷烟销量下滑速度、无烟产品毛利率、美元汇率、欧洲和日本市场份额、美国ZYN产能及竞争品牌反应。",
      "core_catalyst": "Philip Morris shares edge lower despite second-quarter earnings beat and record revenue (NYSE:PM)",
      "evidence_summary": "PM moved +4.8% in the latest session, +4.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0540.",
      "facts": [
        {
          "claim": "PM moved +4.8% in the latest session, +4.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0036",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Philip Morris shares edge lower despite second-quarter earnings beat and record revenue (NYSE:PM)",
          "source_id": "E0540",
          "timestamp": "2026-07-22T12:51:57+00:00"
        },
        {
          "claim": "Philip Morris Stock Falls After It Cuts Guidance, but There Is One Bright Spot",
          "source_id": "E0541",
          "timestamp": "2026-07-22T12:27:00+00:00"
        },
        {
          "claim": "Philip Morris (PM) Tops Q2 Earnings and Revenue Estimates",
          "source_id": "E0542",
          "timestamp": "2026-07-22T12:15:02+00:00"
        },
        {
          "claim": "Philip Morris beats on earnings but stock edges lower on weak guidance",
          "source_id": "E0543",
          "timestamp": "2026-07-22T11:46:00+00:00"
        },
        {
          "claim": "PM fundamentals snapshot: PE 26.41; market cap/assets $293.07B; revenue scale $41.49B; revenue QoQ -2.08%; revenue YoY 8.09%; gross margin 68.06%; net margin 24.03%; ROIC 22.18%; engine score health 65.06 / valuation 36.36.",
          "source_id": "E1367",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Philip Morris International Inc. operates as a tobacco company. The company offers cigarettes and smoke-free products, including heat-not-burn, e-vapor, and oral nicotine products under the IQOS, VEEV, and ZYN brands; and consumer accessories, such as lighters and matches. It al...",
        "gross_margin": "68.06%",
        "health_score": "65.06",
        "market_cap": "$293.07B",
        "name": "Philip Morris International Inc.",
        "net_margin": "24.03%",
        "pe_ratio": "26.41",
        "revenue_growth_qoq": "-2.08%",
        "revenue_growth_yoy": "8.09%",
        "revenue_scale": "$41.49B",
        "roic": "22.18%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pm/",
        "ticker": "PM",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "36.36"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 188.04 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": "PM",
        "timestamp": "2026-07-22T13:41:49+00:00",
        "price": 195.94,
        "previous_close": 188.15,
        "change": 7.789999999999992,
        "change_pct": 0.041403135795907486,
        "change_5d_pct": 0.08325959039499398,
        "change_20d_pct": 0.09653588518053846,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PM?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_earnings",
        "catalyst_earnings"
      ],
      "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": 3,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0036",
        "E0540",
        "E0541",
        "E0542",
        "E0543",
        "E1367"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "PM",
      "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：超威半导体核心业务包括数据中心 GPU/CPU、PC 处理器，以及嵌入式与游戏芯片。行业地位：全球核心半导体公司，是 AI 加速器和高性能计算的重要参与者。",
      "core_catalyst": "Advanced Micro Devices to Supply Up to 2 GW of MI450 GPUs to Anthropic Beginning Next Year",
      "evidence_summary": "AMD moved +0.4% in the latest session, +0.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0492.",
      "facts": [
        {
          "claim": "AMD moved +0.4% in the latest session, +0.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0022",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Advanced Micro Devices to Supply Up to 2 GW of MI450 GPUs to Anthropic Beginning Next Year",
          "source_id": "E0492",
          "timestamp": "2026-07-22T13:22:42+00:00"
        },
        {
          "claim": "Super Micro Jumps 13% on Record $60B Order Backlog; Dell, HPE Rally on AI Server Read-Through",
          "source_id": "E0493",
          "timestamp": "2026-07-22T13:19:43+00:00"
        },
        {
          "claim": "AMD challenges Nvidia with massive Anthropic deal, though shares dip pre-market",
          "source_id": "E0494",
          "timestamp": "2026-07-22T13:12:25+00:00"
        },
        {
          "claim": "A $10,000 Investment in AMD When Lisa Su Became CEO Is Worth This Much Today",
          "source_id": "E0495",
          "timestamp": "2026-07-22T13:10:11+00:00"
        },
        {
          "claim": "AMD fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $37.45B; revenue QoQ -0.17%; revenue YoY 34.97%; gross margin 52.82%; net margin 13.49%; ROIC 5.48%; engine score health 60.00 / valuation n/a.",
          "source_id": "E1368",
          "timestamp": "2026-06-26T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "52.82%",
        "health_score": "60.00",
        "market_cap": null,
        "name": "Advanced Micro Devices, Inc.",
        "net_margin": "13.49%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.17%",
        "revenue_growth_yoy": "34.97%",
        "revenue_scale": "$37.45B",
        "roic": "5.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "AMD",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +0.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 544.43 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": "AMD",
        "timestamp": "2026-07-22T13:41:50+00:00",
        "price": 545.667,
        "previous_close": 544.43,
        "change": 1.23700000000008,
        "change_pct": 0.002272101096559842,
        "change_5d_pct": 0.031233671417844056,
        "change_20d_pct": 0.049662451912137584,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMD?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_contract_order",
        "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": 3,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 48,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0022",
        "E0492",
        "E0493",
        "E0494",
        "E0495",
        "E1368"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "AMD",
      "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：ServiceNow主要提供企业工作流自动化平台，覆盖IT服务、人力、客户服务、安全和行业流程。行业地位：ServiceNow是应用软件赛道的核心公司，可比/竞争公司包括Shopify、Strategy、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": "ServiceNow Stock at a Crossroads: Why AI Concerns Dominate This Earnings Report",
      "evidence_summary": "NOW moved -3.6% in the latest session, -3.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0696.",
      "facts": [
        {
          "claim": "NOW moved -3.6% in the latest session, -3.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0083",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "ServiceNow Stock at a Crossroads: Why AI Concerns Dominate This Earnings Report",
          "source_id": "E0696",
          "timestamp": "2026-07-22T12:40:00+00:00"
        },
        {
          "claim": "ServiceNow seen delivering solid second quarter results with guidance increase possible",
          "source_id": "E0697",
          "timestamp": "2026-07-21T19:22:00+00:00"
        },
        {
          "claim": "NOW fundamentals snapshot: PE 59.91; market cap/assets $105.26B; revenue scale $13.96B; revenue QoQ 5.66%; revenue YoY 21.72%; gross margin 75.07%; net margin 12.44%; ROIC 7.69%; engine score health 61.00 / valuation 25.00.",
          "source_id": "E1369",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "ServiceNow, Inc. provides cloud-based solution for digital workflows in the North America, Europe, the Middle East and Africa, Asia Pacific, and internationally. The company provides asset management, integrated risk management, IT service management, Operational Technology mana...",
        "gross_margin": "75.07%",
        "health_score": "61.00",
        "market_cap": "$105.26B",
        "name": "ServiceNow, Inc.",
        "net_margin": "12.44%",
        "pe_ratio": "59.91",
        "revenue_growth_qoq": "5.66%",
        "revenue_growth_yoy": "21.72%",
        "revenue_scale": "$13.96B",
        "roic": "7.69%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/now/",
        "ticker": "NOW",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 102.06 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": "NOW",
        "timestamp": "2026-07-22T13:41:50+00:00",
        "price": 98.82,
        "previous_close": 102.045,
        "change": -3.2250000000000085,
        "change_pct": -0.03160370424812586,
        "change_5d_pct": -0.0564308523584357,
        "change_20d_pct": 0.0300187355149657,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NOW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "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": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0083",
        "E0696",
        "E0697",
        "E1369"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "NOW",
      "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": "A",
      "business_summary": "业务：Equinor ASA主要经营挪威及国际油气资产、天然气销售和可再生能源项目。行业地位：Equinor ASA是综合油气赛道的超核心公司，可比/竞争公司包括Petróleo Brasileiro S.A. - Petrobras、BP、Eni S.p.A.、Suncor Energy。关键变量主要是油价、炼化利润、资本开支、资源国政策、分红回购和低碳转型投入。",
      "core_catalyst": "Equinor ASA Q2 Earnings Call Highlights",
      "evidence_summary": "EQNR moved +5.0% in the latest session, +5.1% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0678.",
      "facts": [
        {
          "claim": "EQNR moved +5.0% in the latest session, +5.1% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0077",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Equinor ASA Q2 Earnings Call Highlights",
          "source_id": "E0678",
          "timestamp": "2026-07-22T11:02:03+00:00"
        },
        {
          "claim": "Equinor Profit Soars 93% as Oil and Gas Price Spike Fuels Windfall",
          "source_id": "E0679",
          "timestamp": "2026-07-22T09:30:00+00:00"
        },
        {
          "claim": "Equinor Q2 Adjusted Earnings, Revenue Rise",
          "source_id": "E0680",
          "timestamp": "2026-07-22T08:40:31+00:00"
        },
        {
          "claim": "Equinor shares gain as strong oil trading offsets exploration weakness in Q2 (NYSE:EQNR)",
          "source_id": "E0681",
          "timestamp": "2026-07-22T11:10:22+00:00"
        },
        {
          "claim": "EQNR fundamentals snapshot: PE 10.92; market cap/assets $104.84B; revenue scale $114.42B; revenue QoQ +26.3%; revenue YoY 39.90%; gross margin 45.98%; net margin 13.75%; ROIC 10.47%.",
          "source_id": "E1370",
          "timestamp": "2026-07-22T13:41:32.011774+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Equinor ASA operates as an energy company in Norway and internationally. It operates through Exploration & Production Norway; Exploration & Production International; Exploration & Production USA; Marketing, Midstream & Processing; and Renewables segments. The company engages in...",
        "gross_margin": "45.98%",
        "health_score": null,
        "market_cap": "$104.84B",
        "name": "Equinor ASA",
        "net_margin": "13.75%",
        "pe_ratio": "10.92",
        "revenue_growth_qoq": "+26.3%",
        "revenue_growth_yoy": "39.90%",
        "revenue_scale": "$114.42B",
        "roic": "10.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/eqnr/",
        "ticker": "EQNR",
        "timestamp": "2026-07-22T13:41:32.011774+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 37.59 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": "EQNR",
        "timestamp": "2026-07-22T13:41:48+00:00",
        "price": 39.52,
        "previous_close": 37.6,
        "change": 1.9200000000000017,
        "change_pct": 0.051063829787234116,
        "change_5d_pct": 0.10175637515480274,
        "change_20d_pct": 0.21041341969542726,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/EQNR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "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": 13,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0077",
        "E0678",
        "E0679",
        "E0680",
        "E0681",
        "E1370"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "EQNR",
      "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：RPM International主要经营特种涂料、密封剂、建筑修复材料和消费涂装品牌，覆盖工业和家庭维修场景。行业地位：RPM International是特种化学品赛道的重要参与者，可比/竞争公司包括The Sherwin-Williams、Ecolab、Sociedad Química y Minera de Chile、LyondellBasell Industries。关键变量主要是配方认证、原料成本、终端需求、价格传导、新品效率、库存去化和并购整合。",
      "core_catalyst": "RPM International shares slip despite fourth-quarter earnings beat and record annual results (NYSE:RPM)",
      "evidence_summary": "RPM moved +6.3% in the latest session, +6.4% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1189.",
      "facts": [
        {
          "claim": "RPM moved +6.3% in the latest session, +6.4% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0309",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "RPM International shares slip despite fourth-quarter earnings beat and record annual results (NYSE:RPM)",
          "source_id": "E1189",
          "timestamp": "2026-07-22T12:44:37+00:00"
        },
        {
          "claim": "RPM International (RPM) Q4 Earnings and Revenues Surpass Estimates",
          "source_id": "E1190",
          "timestamp": "2026-07-22T11:55:02+00:00"
        },
        {
          "claim": "RPM International Fiscal Q4 Adjusted Earnings, Revenue Rise",
          "source_id": "E1191",
          "timestamp": "2026-07-22T11:04:18+00:00"
        },
        {
          "claim": "RPM International: Fiscal Q4 Earnings Snapshot",
          "source_id": "E1192",
          "timestamp": "2026-07-22T11:02:59+00:00"
        },
        {
          "claim": "RPM fundamentals snapshot: PE 19.55; market cap/assets $12.73B; revenue scale $7.86B; revenue QoQ +38.8%; revenue YoY 7.20%; gross margin 42.57%; net margin 9.93%; ROIC 3.99%.",
          "source_id": "E1371",
          "timestamp": "2026-07-22T13:41:32.035765+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "RPM International Inc. provides specialty chemicals for the construction, industrial, specialty, and consumer markets. It operates in four segments: CPG, PCG, Consumer, and SPG. The company offers waterproofing, coating, and traditional roofing systems; sealants, air barriers, t...",
        "gross_margin": "42.57%",
        "health_score": null,
        "market_cap": "$12.73B",
        "name": "RPM International Inc.",
        "net_margin": "9.93%",
        "pe_ratio": "19.55",
        "revenue_growth_qoq": "+38.8%",
        "revenue_growth_yoy": "7.20%",
        "revenue_scale": "$7.86B",
        "roic": "3.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rpm/",
        "ticker": "RPM",
        "timestamp": "2026-07-22T13:41:32.035765+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 101.53 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": "RPM",
        "timestamp": "2026-07-22T13:41:37+00:00",
        "price": 108.551,
        "previous_close": 101.555,
        "change": 6.995999999999995,
        "change_pct": 0.06888877947909999,
        "change_5d_pct": 0.05348407449055248,
        "change_20d_pct": 0.023679734654783235,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RPM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "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": 11,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 44,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0309",
        "E1189",
        "E1190",
        "E1191",
        "E1192",
        "E1371"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "RPM",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "A",
      "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": "Why Alphabet, Tesla, and IBM Earnings Will Decide Micron’s Fate",
      "evidence_summary": "MU moved -1.1% in the latest session, -1.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0482.",
      "facts": [
        {
          "claim": "MU moved -1.1% in the latest session, -1.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0019",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Why Alphabet, Tesla, and IBM Earnings Will Decide Micron’s Fate",
          "source_id": "E0482",
          "timestamp": "2026-07-22T12:32:00+00:00"
        },
        {
          "claim": "Has Micron Stock Finally Broken Its Boom-and-Bust Cycle?",
          "source_id": "E0483",
          "timestamp": "2026-07-22T13:03:40+00:00"
        },
        {
          "claim": "Prediction: Micron and Sandisk Stocks Will Both Plummet After July 30",
          "source_id": "E0484",
          "timestamp": "2026-07-22T11:05:00+00:00"
        },
        {
          "claim": "Social Buzz: Wallstreetbets Stocks Mixed Pre-Bell Wednesday; Super Micro Computer to Advance, Micron Technology to Decline",
          "source_id": "E0485",
          "timestamp": "2026-07-22T10:35:46+00:00"
        },
        {
          "claim": "MU fundamentals snapshot: PE 21.72; market cap/assets $1.10T; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.13%; ROIC 44.27%; engine score health 72.86 / valuation 85.71.",
          "source_id": "E1372",
          "timestamp": "2026-07-21T00:00:00+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": "84.56%",
        "health_score": "72.86",
        "market_cap": "$1.10T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "21.72",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 970.82 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": "MU",
        "timestamp": "2026-07-22T13:41:50+00:00",
        "price": 959.32,
        "previous_close": 970.82,
        "change": -11.5,
        "change_pct": -0.011845656249356185,
        "change_5d_pct": 0.06086606904934255,
        "change_20d_pct": -0.08789946263390624,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MU?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "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": 0,
        "expectation_gap": 4,
        "price_action": 4,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 6
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0019",
        "E0482",
        "E0483",
        "E0484",
        "E0485",
        "E1372"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "MU",
      "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：USO 是一只原油相关 ETF，主要用期货合约表达 WTI 原油价格敞口。行业地位：用作市场、板块或宏观风险敞口的交易工具。",
      "core_catalyst": "Trump Wanted Gas Prices Lower ‘Immediately.’ They’re Back Above $4 as Iran Conflict Escalates",
      "evidence_summary": "USO moved +2.2% in the latest session, +2.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0460.",
      "facts": [
        {
          "claim": "USO moved +2.2% in the latest session, +2.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0009",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Trump Wanted Gas Prices Lower ‘Immediately.’ They’re Back Above $4 as Iran Conflict Escalates",
          "source_id": "E0460",
          "timestamp": "2026-07-22T00:31:09+00:00"
        },
        {
          "claim": "Update: WTI Oil Rises Again as Fighting Between US and Iran Keeps Tankers Trapped in Persian Gulf",
          "source_id": "E0461",
          "timestamp": "2026-07-21T19:40:35+00:00"
        },
        {
          "claim": "Oil Rises Again as Fighting Between US and Iran Keeps Tankers Trapped in Persian Gulf",
          "source_id": "E0462",
          "timestamp": "2026-07-21T13:23:23+00:00"
        },
        {
          "claim": "USO fundamentals snapshot: PE n/a; market cap/assets $2.23B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1373",
          "timestamp": "2026-07-22T13:41:33.664738+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "etf",
        "business_summary": "The United States Oil Fund LP (USO) is an exchange-traded fund that is based on the Front Month Light Sweet Crude Oil index. The fund holds predominantly short-term NYMEX futures contracts on WTI crude oil. USO was launched on Apr 10, 2006 and is issued by Marygold.",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$2.23B",
        "name": "United States Oil Fund",
        "net_margin": null,
        "pe_ratio": "n/a",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "https://stockanalysis.com/etf/uso/",
        "ticker": "USO",
        "timestamp": "2026-07-22T13:41:33.664738+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 128.85 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": "USO",
        "timestamp": "2026-07-22T13:41:49+00:00",
        "price": 131.9493,
        "previous_close": 128.8899,
        "change": 3.0593999999999824,
        "change_pct": 0.023736537928883417,
        "change_5d_pct": 0.08707614916579187,
        "change_20d_pct": 0.18595449817120135,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/USO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "breakout_20d",
        "event_news",
        "catalyst_geopolitics",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "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": 8,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0009",
        "E0460",
        "E0461",
        "E0462",
        "E1373"
      ],
      "stage": "expanding",
      "theme": "macro hedge and risk proxy",
      "ticker": "USO",
      "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：Oklo主要开发先进小型核反应堆和清洁电力项目，业务仍与核能商业化和许可进展高度相关。行业地位：Oklo是受监管电力公用事业赛道的重要参与者，可比/竞争公司包括The Southern、Duke Energy、National Grid、Dominion Energy。关键变量主要是监管允许ROE、资本开支、负荷增长、利率、燃料成本、极端天气和电网投资。",
      "core_catalyst": "Nasdaq, S&P 500 Futures Slip Ahead Of TSLA, GOOGL Earnings: Why SMCI, INTC, SLS, BATL, OKLO, RKLB Are In Focus",
      "evidence_summary": "OKLO moved +3.2% in the latest session, +3.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1218.",
      "facts": [
        {
          "claim": "OKLO moved +3.2% in the latest session, +3.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0322",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Nasdaq, S&P 500 Futures Slip Ahead Of TSLA, GOOGL Earnings: Why SMCI, INTC, SLS, BATL, OKLO, RKLB Are In Focus",
          "source_id": "E1218",
          "timestamp": "2026-07-22T08:30:11+00:00"
        },
        {
          "claim": "S&P 500, Nasdaq, Dow Futures Ease As Oil Rally Tempers AI Optimism Ahead of Big Tech Earnings: SMCI, OKLO, XE, SKHY, GOOG In Focus",
          "source_id": "E1219",
          "timestamp": "2026-07-22T02:13:34+00:00"
        },
        {
          "claim": "Oklo and X-Energy Rise on Reported Federal Nuclear Role",
          "source_id": "E1220",
          "timestamp": "2026-07-22T12:44:40+00:00"
        },
        {
          "claim": "What Oklo (OKLO)'s Role in Federally Backed AI Data Center Nuclear Project Means For Shareholders",
          "source_id": "E1221",
          "timestamp": "2026-07-22T07:10:56+00:00"
        },
        {
          "claim": "OKLO fundamentals snapshot: PE n/a; market cap/assets $11.87B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC -16.61%.",
          "source_id": "E1374",
          "timestamp": "2026-07-22T13:41:34.187679+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Oklo Inc. develops fission power plants to provide energy at scale to customers in the United States. The company offers Aurora Powerhouse, which is designed to produce between 15 and up to 75 megawatts of electricity. It is also commercializing nuclear fuel recycling and fuel f...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$11.87B",
        "name": "Oklo Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": "-16.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oklo/",
        "ticker": "OKLO",
        "timestamp": "2026-07-22T13:41:34.187679+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "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 44.13 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": "OKLO",
        "timestamp": "2026-07-22T13:41:49+00:00",
        "price": 45.595,
        "previous_close": 44.15,
        "change": 1.4450000000000003,
        "change_pct": 0.03272933182332949,
        "change_5d_pct": -0.0020791995965053767,
        "change_20d_pct": -0.20274521603667017,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/OKLO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0322",
        "E1218",
        "E1219",
        "E1220",
        "E1221",
        "E1374"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "OKLO",
      "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：西部数据生产 HDD、NAND 闪存、SSD、存储卡、U 盘、嵌入式闪存和外置存储设备，服务云数据中心、企业服务器、PC、游戏主机、智能手机、工业设备和消费电子渠道。收入来自硬盘出货、闪存产品、企业 SSD、品牌零售存储和 OEM 客户采购，关键客户包括云服务商、设备制造商、企业 IT 部门和零售渠道。行业地位：西部数据在 HDD 和 NAND 闪存两条存储链上都有重要地位，业务表现高度受存储周期影响。影响经营和股价的变量包括 NAND 价格周期、云客户近线硬盘需求、AI 数据中心存储扩张、库存去化、技术节点转换、与铠侠相关的产业结构变化、资本开支纪律以及 HDD 和 SSD 的替代关系。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-20",
      "evidence_summary": "WDC moved -0.8% in the latest session, -0.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0606.",
      "facts": [
        {
          "claim": "WDC moved -0.8% in the latest session, -0.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0054",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-20",
          "source_id": "E0606",
          "timestamp": "2026-07-21T20:56:07+00:00"
        },
        {
          "claim": "Western Digital (WDC) Reenters Merger Focus, Where Does Fair Value Sit?",
          "source_id": "E0607",
          "timestamp": "2026-07-22T04:28:33+00:00"
        },
        {
          "claim": "Western Digital (WDC) Revives Kioxia Merger Talks Over Flash Memory Assets",
          "source_id": "E0608",
          "timestamp": "2026-07-22T03:19:26+00:00"
        },
        {
          "claim": "MU, SNDK, WDC Stocks Rise Sharply For Second Day: Retail Feels Memory Pullback Is Over",
          "source_id": "E0609",
          "timestamp": "2026-07-22T02:19:14+00:00"
        },
        {
          "claim": "Micron, Western Digital, and Sandisk Just Jumped 12% to 14%. Here's the Forecast That Did It.",
          "source_id": "E0610",
          "timestamp": "2026-07-22T06:32:00+00:00"
        },
        {
          "claim": "WDC fundamentals snapshot: PE 29.17; market cap/assets $189.19B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 59.67 / valuation 33.33.",
          "source_id": "E1375",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "health_score": "59.67",
        "market_cap": "$189.19B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "29.17",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -0.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 548.39 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": "WDC",
        "timestamp": "2026-07-22T13:41:45+00:00",
        "price": 543.06,
        "previous_close": 548.39,
        "change": -5.330000000000041,
        "change_pct": -0.00971936030926901,
        "change_5d_pct": 0.05686589525410812,
        "change_20d_pct": -0.1903689899366382,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/WDC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_mna",
        "event_news",
        "catalyst_mna",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 4,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0054",
        "E0606",
        "E0607",
        "E0608",
        "E0609",
        "E0610",
        "E1375"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "WDC",
      "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": "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 (INTC) Q2 Earnings: What To Expect",
      "evidence_summary": "INTC moved -1.2% in the latest session, -1.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0496.",
      "facts": [
        {
          "claim": "INTC moved -1.2% in the latest session, -1.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0023",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Intel (INTC) Q2 Earnings: What To Expect",
          "source_id": "E0496",
          "timestamp": "2026-07-22T12:38:27+00:00"
        },
        {
          "claim": "Intel to report Q2 earnings as chip stocks bounce off recent losses",
          "source_id": "E0497",
          "timestamp": "2026-07-22T12:15:38+00:00"
        },
        {
          "claim": "SK Hynix Denies Report on Intel Ohio Fab",
          "source_id": "E0498",
          "timestamp": "2026-07-22T12:45:32+00:00"
        },
        {
          "claim": "Intel Jumps 8.6% After Confirming More Data Center Job Cuts",
          "source_id": "E0499",
          "timestamp": "2026-07-22T12:24:53+00:00"
        },
        {
          "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $522.86B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%; engine score health 30.89 / valuation n/a.",
          "source_id": "E1376",
          "timestamp": "2026-06-23T00:00:00+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%",
        "health_score": "30.89",
        "market_cap": "$522.86B",
        "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/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 105.45 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": "INTC",
        "timestamp": "2026-07-22T13:41:50+00:00",
        "price": 104.3,
        "previous_close": 105.45,
        "change": -1.1500000000000057,
        "change_pct": -0.010905642484589917,
        "change_5d_pct": 0.012719702528426913,
        "change_20d_pct": -0.21152100875038726,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/INTC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 4,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0023",
        "E0496",
        "E0497",
        "E0498",
        "E0499",
        "E1376"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "INTC",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "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": "Marvell Already Crashed 40% — It May Be the Best Deal to Buy on the Semi Stock Meltdown",
      "evidence_summary": "MRVL moved -1.1% in the latest session, -1.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0619.",
      "facts": [
        {
          "claim": "MRVL moved -1.1% in the latest session, -1.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0058",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Marvell Already Crashed 40% — It May Be the Best Deal to Buy on the Semi Stock Meltdown",
          "source_id": "E0619",
          "timestamp": "2026-07-22T13:26:46+00:00"
        },
        {
          "claim": "Analyst Report: Marvell Technology, Inc.",
          "source_id": "E0620",
          "timestamp": "2026-07-21T22:46:42+00:00"
        },
        {
          "claim": "What the Options Market Is Signaling About Marvell Technology Stock's Next Big Swing",
          "source_id": "E0621",
          "timestamp": "2026-07-22T12:39:03+00:00"
        },
        {
          "claim": "Super Micro, HPE, Intel, Marvell, and More Stocks That Explain Today’s Market",
          "source_id": "E0622",
          "timestamp": "2026-07-22T10:26:00+00:00"
        },
        {
          "claim": "MRVL fundamentals snapshot: PE 72.00; market cap/assets $181.92B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 45.93 / valuation 14.29.",
          "source_id": "E1377",
          "timestamp": "2026-07-21T00:00:00+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%",
        "health_score": "45.93",
        "market_cap": "$181.92B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "72.00",
        "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/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 207.96 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": "MRVL",
        "timestamp": "2026-07-22T13:41:48+00:00",
        "price": 205.74,
        "previous_close": 207.96,
        "change": -2.219999999999999,
        "change_pct": -0.010675129832660168,
        "change_5d_pct": -0.002521063321460959,
        "change_20d_pct": -0.2626863757894471,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRVL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_news",
        "catalyst_contract_order",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 4,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0058",
        "E0619",
        "E0620",
        "E0621",
        "E0622",
        "E1377"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "MRVL",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：SanDisk 聚焦闪存和存储产品，覆盖 NAND 闪存、固态硬盘、存储卡、U 盘以及企业和消费存储解决方案。行业地位：存储硬件周期股，核心受 NAND 供需、价格周期、AI/数据中心存储需求和消费电子库存影响。",
      "core_catalyst": "Wells Fargo Adjusts Price Target on Sandisk to $1,620 From $1,250, Maintains Equalweight Rating",
      "evidence_summary": "SNDK moved -2.4% in the latest session, -2.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0565.",
      "facts": [
        {
          "claim": "SNDK moved -2.4% in the latest session, -2.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0043",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Wells Fargo Adjusts Price Target on Sandisk to $1,620 From $1,250, Maintains Equalweight Rating",
          "source_id": "E0565",
          "timestamp": "2026-07-22T12:54:31+00:00"
        },
        {
          "claim": "SK Hynix Has Fantastic News for Memory Stocks. Time to Buy Sandisk Before It Skyrockets on Aug. 5",
          "source_id": "E0566",
          "timestamp": "2026-07-22T13:18:00+00:00"
        },
        {
          "claim": "Wall Street Loves SanDisk, but Retail Is Strangely Silent",
          "source_id": "E0567",
          "timestamp": "2026-07-22T12:10:45+00:00"
        },
        {
          "claim": "Prediction: Micron and Sandisk Stocks Will Both Plummet After July 30",
          "source_id": "E0568",
          "timestamp": "2026-07-22T11:05:00+00:00"
        },
        {
          "claim": "SNDK fundamentals snapshot: PE 52.19; market cap/assets $235.23B; revenue scale $13.18B; revenue QoQ 96.69%; revenue YoY 82.76%; gross margin 78.35%; net margin 60.76%; ROIC 31.60%; engine score health 73.75 / valuation 37.50.",
          "source_id": "E1378",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Sandisk Corporation develops, manufactures, and sells data storage devices and solutions using NAND flash technology in the United States, Europe, the Middle East, Africa, Asia, and internationally. The company offers solid state drives for desktop and notebook PCs, gaming conso...",
        "gross_margin": "78.35%",
        "health_score": "73.75",
        "market_cap": "$235.23B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "52.19",
        "revenue_growth_qoq": "96.69%",
        "revenue_growth_yoy": "82.76%",
        "revenue_scale": "$13.18B",
        "roic": "31.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "37.50"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "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 1589.40 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": "SNDK",
        "timestamp": "2026-07-22T13:41:49+00:00",
        "price": 1548.425,
        "previous_close": 1589.4,
        "change": -40.975000000000136,
        "change_pct": -0.025780168617088317,
        "change_5d_pct": -0.04122291021671831,
        "change_20d_pct": -0.21143561863309224,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SNDK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0043",
        "E0565",
        "E0566",
        "E0567",
        "E0568",
        "E1378"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "SNDK",
      "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：Conagra Brands主要经营包装食品、冷冻食品和零食品类，收入来自北美零售和食品服务渠道。行业地位：Conagra Brands是包装食品赛道的重要参与者，可比/竞争公司包括JBS、The Kraft Heinz、General Mills、McCormick。关键变量主要是销量与价格组合、原材料成本、品牌份额、促销强度、渠道库存和消费者降级。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-17",
      "evidence_summary": "CAG moved +3.2% in the latest session, +3.3% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E1316.",
      "facts": [
        {
          "claim": "CAG moved +3.2% in the latest session, +3.3% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0413",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-17",
          "source_id": "E1316",
          "timestamp": "2026-07-21T18:07:03+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-17",
          "source_id": "E1317",
          "timestamp": "2026-07-21T18:05:57+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-17",
          "source_id": "E1318",
          "timestamp": "2026-07-21T18:05:12+00:00"
        },
        {
          "claim": "Conagra Brands Slashes Its 10% Dividend Yield in Half Just 1 Month After Getting Kicked Out of the S&P 500. Here's Why the Stock Isn't Tanking.",
          "source_id": "E1319",
          "timestamp": "2026-07-19T08:20:00+00:00"
        },
        {
          "claim": "CAG fundamentals snapshot: PE n/a; market cap/assets $7.11B; revenue scale $11.28B; revenue QoQ 3.38%; revenue YoY -2.85%; gross margin 24.35%; net margin -56.10%; ROIC -9.43%; engine score health 44.29 / valuation 80.00.",
          "source_id": "E1379",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Conagra Brands, Inc., together with its subsidiaries, operates as a branded consumer packaged goods food company primarily in the United States. The company operates in four segments: Grocery & Snacks, Refrigerated & Frozen, International, and Foodservice. The Grocery & Snacks s...",
        "gross_margin": "24.35%",
        "health_score": "44.29",
        "market_cap": "$7.11B",
        "name": "Conagra Brands, Inc.",
        "net_margin": "-56.10%",
        "pe_ratio": null,
        "revenue_growth_qoq": "3.38%",
        "revenue_growth_yoy": "-2.85%",
        "revenue_scale": "$11.28B",
        "roic": "-9.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cag/",
        "ticker": "CAG",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "80.00"
      },
      "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 14.85 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": "CAG",
        "timestamp": "2026-07-22T13:41:46+00:00",
        "price": 15.31,
        "previous_close": 14.865,
        "change": 0.4450000000000003,
        "change_pct": 0.029936091490077477,
        "change_5d_pct": 0.08658621960256219,
        "change_20d_pct": 0.13998508206285654,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CAG?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "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": 0,
        "expectation_gap": 3,
        "price_action": 11,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0413",
        "E1316",
        "E1317",
        "E1318",
        "E1319",
        "E1379"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "CAG",
      "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) Soars 15.8% Ahead of Earnings; Hedge Fund Holdings More Than Triple",
      "evidence_summary": "AAOI moved -4.3% in the latest session, -4.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1169.",
      "facts": [
        {
          "claim": "AAOI moved -4.3% in the latest session, -4.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0290",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Applied Optoelectronics (AAOI) Soars 15.8% Ahead of Earnings; Hedge Fund Holdings More Than Triple",
          "source_id": "E1169",
          "timestamp": "2026-07-21T22:22:14+00:00"
        },
        {
          "claim": "AAOI's Optical Networking Demand Rise: A Sign for More Upside?",
          "source_id": "E1170",
          "timestamp": "2026-07-21T17:20:00+00:00"
        },
        {
          "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $14.25B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1380",
          "timestamp": "2026-07-22T13:41:38.919374+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$14.25B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "AAOI",
        "timestamp": "2026-07-22T13:41:38.919374+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 119.26 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": "AAOI",
        "timestamp": "2026-07-22T13:41:48+00:00",
        "price": 113.89,
        "previous_close": 119.26,
        "change": -5.3700000000000045,
        "change_pct": -0.0450276706355861,
        "change_5d_pct": 0.04400040171641462,
        "change_20d_pct": -0.22755020269847914,
        "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",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_supply_demand_mismatch"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0290",
        "E1169",
        "E1170",
        "E1380"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "AAOI",
      "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：Chubb主要经营商业险、个人险、意外险和专业保险，覆盖全球财产险市场。行业地位：Chubb是财产险赛道的超核心公司，可比/竞争公司包括The Progressive、The Travelers Companies、W. R. Berkley、Cincinnati Financial。关键变量主要是保费价格、赔付率、灾害损失、储备充足性、投资收益和再保险成本。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-07-21",
      "evidence_summary": "CB moved -3.5% in the latest session, -3.4% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0651.",
      "facts": [
        {
          "claim": "CB moved -3.5% in the latest session, -3.4% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0069",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-21",
          "source_id": "E0651",
          "timestamp": "2026-07-21T16:10:05+00:00"
        },
        {
          "claim": "Deutsche Bank Adjusts Chubb Price Target to $354 From $330, Maintains Hold Rating",
          "source_id": "E0652",
          "timestamp": "2026-07-22T12:25:53+00:00"
        },
        {
          "claim": "Chubb (CB) Reports Q2 Earnings: What Key Metrics Have to Say",
          "source_id": "E0653",
          "timestamp": "2026-07-21T22:30:02+00:00"
        },
        {
          "claim": "Chubb (CB) Tops Q2 Earnings Estimates",
          "source_id": "E0654",
          "timestamp": "2026-07-21T21:30:03+00:00"
        },
        {
          "claim": "Chubb Q2 Core Operating Earnings Rise",
          "source_id": "E0655",
          "timestamp": "2026-07-21T20:14:12+00:00"
        },
        {
          "claim": "CB fundamentals snapshot: PE 9.70; market cap/assets $137.84B; revenue scale $35.28B; revenue QoQ -174.43%; revenue YoY -38.70%; gross margin 62.31%; net margin -53.48%; ROIC 4.38%; engine score health 50.00 / valuation 16.67.",
          "source_id": "E1381",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Chubb Limited provides insurance and reinsurance products worldwide. It operates in six segments: North America Commercial Property and Casualty (P&C) Insurance, North America Personal P&C Insurance, North America Agricultural Insurance, Overseas General Insurance, Global Reinsu...",
        "gross_margin": "62.31%",
        "health_score": "50.00",
        "market_cap": "$137.84B",
        "name": "Chubb Limited",
        "net_margin": "-53.48%",
        "pe_ratio": "9.70",
        "revenue_growth_qoq": "-174.43%",
        "revenue_growth_yoy": "-38.70%",
        "revenue_scale": "$35.28B",
        "roic": "4.38%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cb/",
        "ticker": "CB",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -3.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 354.80 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": "CB",
        "timestamp": "2026-07-22T13:41:47+00:00",
        "price": 342.095,
        "previous_close": 354.64,
        "change": -12.544999999999959,
        "change_pct": -0.035373900293255045,
        "change_5d_pct": 0.013795037710154334,
        "change_20d_pct": 0.030065385230340747,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CB?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "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": 7,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 43,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0069",
        "E0651",
        "E0652",
        "E0653",
        "E0654",
        "E0655",
        "E1381"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "CB",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Circle Internet Group主要经营稳定币和数字资产金融基础设施，收入与储备资产收益、支付和平台服务相关。行业地位：Circle Internet Group是资本市场服务赛道的重要公司，可比/竞争公司包括Raymond James Financial、LPL Financial Holdings、Tradeweb Markets、Futu Holdings。关键变量主要是交易活跃度、IPO和并购周期、利率波动、资产价格、监管政策和客户资产规模。",
      "core_catalyst": "Here Are Wednesday’s Top Wall Street Analyst Research Calls: Altria, Circle Internet, Coreweave, Digital Ocean, IBM, Keel Infrastructure, Nebius Group, Trimble, Vornado Realty, and More",
      "evidence_summary": "CRCL moved -3.7% in the latest session, -3.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0982.",
      "facts": [
        {
          "claim": "CRCL moved -3.7% in the latest session, -3.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0189",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Here Are Wednesday’s Top Wall Street Analyst Research Calls: Altria, Circle Internet, Coreweave, Digital Ocean, IBM, Keel Infrastructure, Nebius Group, Trimble, Vornado Realty, and More",
          "source_id": "E0982",
          "timestamp": "2026-07-22T12:04:28+00:00"
        },
        {
          "claim": "Raymond James Initiates Circle Internet at Market Perform",
          "source_id": "E0983",
          "timestamp": "2026-07-22T11:14:05+00:00"
        },
        {
          "claim": "Coinbase, Circle shares dip after new coverage at Raymond James",
          "source_id": "E0984",
          "timestamp": "2026-07-22T12:54:03+00:00"
        },
        {
          "claim": "Cathie Wood Just Bought Another $14 Million Worth of Circle Stock. This Is the Best Reason to Buy CRCL Now",
          "source_id": "E0985",
          "timestamp": "2026-07-22T12:17:00+00:00"
        },
        {
          "claim": "CRCL fundamentals snapshot: PE n/a; market cap/assets $30.37B; revenue scale $2.86B; revenue QoQ -9.9%; revenue YoY 19.97%; gross margin 41.40%; net margin 7.96%; ROIC n/a.",
          "source_id": "E1382",
          "timestamp": "2026-07-22T13:41:39.076164+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Circle Internet Group, Inc. operates as a platform, network, and market infrastructure for stablecoin and blockchain applications. The company provides various platform including Arc Blockchain and Developer Infrastructure, an open, layer-1 blockchain network purpose-built to br...",
        "gross_margin": "41.40%",
        "health_score": null,
        "market_cap": "$30.37B",
        "name": "Circle Internet Group",
        "net_margin": "7.96%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-9.9%",
        "revenue_growth_yoy": "19.97%",
        "revenue_scale": "$2.86B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crcl/",
        "ticker": "CRCL",
        "timestamp": "2026-07-22T13:41:39.076164+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 71.08 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": "CRCL",
        "timestamp": "2026-07-22T13:41:49+00:00",
        "price": 69.24,
        "previous_close": 71.09,
        "change": -1.8500000000000085,
        "change_pct": -0.026023350682233937,
        "change_5d_pct": 0.05404167189307452,
        "change_20d_pct": -0.08509514111002658,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRCL?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",
        "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": 8,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0189",
        "E0982",
        "E0983",
        "E0984",
        "E0985",
        "E1382"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "CRCL",
      "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：Rocket Lab USA主要经营小型火箭发射、航天器平台和空间系统，收入来自发射服务和航天硬件。行业地位：Rocket Lab USA是航空航天与国防赛道的重要公司，可比/竞争公司包括Lockheed Martin、General Dynamics、Northrop Grumman、TransDigm Group。关键变量主要是国防预算、订单积压、供应链交付、项目执行、航空产量和地缘安全需求。",
      "core_catalyst": "Rocket Lab shares jump after landing $266 million U.S. government launch deal",
      "evidence_summary": "RKLB moved +0.6% in the latest session, +0.8% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0877.",
      "facts": [
        {
          "claim": "RKLB moved +0.6% in the latest session, +0.8% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0148",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Rocket Lab shares jump after landing $266 million U.S. government launch deal",
          "source_id": "E0877",
          "timestamp": "2026-07-22T12:54:27+00:00"
        },
        {
          "claim": "Rocket Lab (RKLB) Lands $266 Million Space Force Deal For 12 Launches",
          "source_id": "E0878",
          "timestamp": "2026-07-22T11:10:43+00:00"
        },
        {
          "claim": "Nasdaq, S&P 500 Futures Slip Ahead Of TSLA, GOOGL Earnings: Why SMCI, INTC, SLS, BATL, OKLO, RKLB Are In Focus",
          "source_id": "E0879",
          "timestamp": "2026-07-22T08:30:11+00:00"
        },
        {
          "claim": "ASTS, RKLB, SPCX Have All Tumbled So Far In 2026 — Is Retail Buying The Space Stock Dip Or Bracing For More Pain?",
          "source_id": "E0880",
          "timestamp": "2026-07-22T01:24:58+00:00"
        },
        {
          "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; revenue scale $679.58M; revenue QoQ +11.5%; revenue YoY 63.46%; gross margin 38.18%; net margin -22.47%; ROIC -5.44%.",
          "source_id": "E1383",
          "timestamp": "2026-07-22T13:41:41.103986+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "38.18%",
        "health_score": null,
        "market_cap": "$45.35B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-22.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+11.5%",
        "revenue_growth_yoy": "63.46%",
        "revenue_scale": "$679.58M",
        "roic": "-5.44%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-07-22T13:41:41.103986+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +0.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 69.12 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": "RKLB",
        "timestamp": "2026-07-22T13:41:52+00:00",
        "price": 69.81,
        "previous_close": 69.12,
        "change": 0.6899999999999977,
        "change_pct": 0.00998263888888884,
        "change_5d_pct": -0.08385823102568501,
        "change_20d_pct": -0.266084966523947,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RKLB?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_new_product",
        "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": 0,
        "expectation_gap": 3,
        "price_action": 2,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 43,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0148",
        "E0877",
        "E0878",
        "E0879",
        "E0880",
        "E1383"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "RKLB",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "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": "Why Lumentum (LITE) is Poised to Beat Earnings Estimates Again",
      "evidence_summary": "LITE moved -0.8% in the latest session, -0.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0776.",
      "facts": [
        {
          "claim": "LITE moved -0.8% in the latest session, -0.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0110",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Why Lumentum (LITE) is Poised to Beat Earnings Estimates Again",
          "source_id": "E0776",
          "timestamp": "2026-07-21T16:10:04+00:00"
        },
        {
          "claim": "Lumentum Just Scored a New Upgrade. Here's What to Know.",
          "source_id": "E0777",
          "timestamp": "2026-07-20T20:12:14+00:00"
        },
        {
          "claim": "Micron, Lumentum, Sweetgreen, AMC, Domino’s, and More Stocks That Explain Today’s Market",
          "source_id": "E0778",
          "timestamp": "2026-07-20T20:27:00+00:00"
        },
        {
          "claim": "Lumentum Stock Surges After Barclay’s Says It’s Time to Buy",
          "source_id": "E0779",
          "timestamp": "2026-07-20T20:17:00+00:00"
        },
        {
          "claim": "LITE fundamentals snapshot: PE 136.52; market cap/assets $60.05B; revenue scale $2.49B; revenue QoQ 21.47%; revenue YoY 68.98%; gross margin 42.37%; net margin 17.84%; ROIC 3.61%; engine score health 52.00 / valuation 20.00.",
          "source_id": "E1384",
          "timestamp": "2026-07-21T00:00:00+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": "42.37%",
        "health_score": "52.00",
        "market_cap": "$60.05B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "17.84%",
        "pe_ratio": "136.52",
        "revenue_growth_qoq": "21.47%",
        "revenue_growth_yoy": "68.98%",
        "revenue_scale": "$2.49B",
        "roic": "3.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "20.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -0.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 837.56 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": "LITE",
        "timestamp": "2026-07-22T13:41:50+00:00",
        "price": 822.35,
        "previous_close": 837.56,
        "change": -15.209999999999923,
        "change_pct": -0.018159893022589357,
        "change_5d_pct": 0.09355053191489371,
        "change_20d_pct": -0.006727682656695433,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LITE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_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": 1,
        "expectation_gap": 3,
        "price_action": 3,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0110",
        "E0776",
        "E0777",
        "E0778",
        "E0779",
        "E1384"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "LITE",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "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": "CoreWeave, DigitalOcean, Nebius win analyst support amid AI inference shift",
      "evidence_summary": "NBIS moved +0.8% in the latest session, +0.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0900.",
      "facts": [
        {
          "claim": "NBIS moved +0.8% in the latest session, +0.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0154",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "CoreWeave, DigitalOcean, Nebius win analyst support amid AI inference shift",
          "source_id": "E0900",
          "timestamp": "2026-07-22T13:08:48+00:00"
        },
        {
          "claim": "Here Are Wednesday’s Top Wall Street Analyst Research Calls: Altria, Circle Internet, Coreweave, Digital Ocean, IBM, Keel Infrastructure, Nebius Group, Trimble, Vornado Realty, and More",
          "source_id": "E0901",
          "timestamp": "2026-07-22T12:04:28+00:00"
        },
        {
          "claim": "Baird Initiates Coverage on Nebius With Outperform Rating",
          "source_id": "E0902",
          "timestamp": "2026-07-22T11:12:22+00:00"
        },
        {
          "claim": "Why Nebius Stock Soared Today",
          "source_id": "E0903",
          "timestamp": "2026-07-21T23:23:01+00:00"
        },
        {
          "claim": "NBIS fundamentals snapshot: PE 67.77; market cap/assets $42.22B; revenue scale $877.90M; revenue QoQ +75.2%; revenue YoY 683.89%; gross margin 73.98%; net margin 155.69%; ROIC -1.95%.",
          "source_id": "E1385",
          "timestamp": "2026-07-22T13:41:42.152628+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%",
        "health_score": null,
        "market_cap": "$42.22B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "67.77",
        "revenue_growth_qoq": "+75.2%",
        "revenue_growth_yoy": "683.89%",
        "revenue_scale": "$877.90M",
        "roic": "-1.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-07-22T13:41:42.152628+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +0.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 216.92 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": "2026-07-22T13:41:49+00:00",
        "price": 218.85,
        "previous_close": 216.92,
        "change": 1.9300000000000068,
        "change_pct": 0.008897289323252844,
        "change_5d_pct": 0.09693752706960956,
        "change_20d_pct": -0.20490463215258858,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NBIS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_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": 3,
        "price_action": 3,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0154",
        "E0900",
        "E0901",
        "E0902",
        "E0903",
        "E1385"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "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": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Genuine Parts主要经营垂直品类零售、电商平台、专业门店或Marketplace业务，覆盖汽车配件、宠物、运动、家居、消费电子等场景。行业地位：Genuine Parts是专业零售赛道的重要参与者，可比/竞争公司包括拼多多、MercadoLibre、Sea、eBay。关键变量主要是品类景气、平台补贴、库存周转、履约成本、客流/流量、广告变现和消费者可选支出。",
      "core_catalyst": "SEC 10-Q filing: 10-Q 2026-06-30",
      "evidence_summary": "GPC moved +4.5% in the latest session, +4.7% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E1161.",
      "facts": [
        {
          "claim": "GPC moved +4.5% in the latest session, +4.7% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0285",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "SEC 10-Q filing: 10-Q 2026-06-30",
          "source_id": "E1161",
          "timestamp": "2026-07-21T12:37:02+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-21",
          "source_id": "E1162",
          "timestamp": "2026-07-21T07:34:06+00:00"
        },
        {
          "claim": "Jefferies Adjusts Price Target on Genuine Parts to $130 From $128, Maintains Hold Rating",
          "source_id": "E1163",
          "timestamp": "2026-07-22T10:27:14+00:00"
        },
        {
          "claim": "Raymond James Adjusts Price Target on Genuine Parts to $165 From $145, Maintains Strong Buy Rating",
          "source_id": "E1164",
          "timestamp": "2026-07-22T10:27:08+00:00"
        },
        {
          "claim": "Evercore ISI Adjusts Price Target on Genuine Parts to $150 From $145, Maintains Outperform Rating",
          "source_id": "E1165",
          "timestamp": "2026-07-22T10:27:02+00:00"
        },
        {
          "claim": "Genuine Parts Co (GPC) Q2 2026 Earnings Call Highlights: Strong Sales Growth Amid Inflationary ...",
          "source_id": "E1166",
          "timestamp": "2026-07-21T21:01:36+00:00"
        },
        {
          "claim": "GPC fundamentals snapshot: PE 501.19; market cap/assets $16.42B; revenue scale $25.07B; revenue QoQ 4.34%; revenue YoY 5.47%; gross margin 37.80%; net margin 3.48%; ROIC 4.77%; engine score health 31.25 / valuation 44.44.",
          "source_id": "E1386",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Genuine Parts Company distributes automotive and industrial replacement parts. The company operates in three segments: North America Automotive Parts Group, International Automotive Parts Group, and Industrial Parts Group. It distributes automotive replacement parts, accessories...",
        "gross_margin": "37.80%",
        "health_score": "31.25",
        "market_cap": "$16.42B",
        "name": "Genuine Parts Company",
        "net_margin": "3.48%",
        "pe_ratio": "501.19",
        "revenue_growth_qoq": "4.34%",
        "revenue_growth_yoy": "5.47%",
        "revenue_scale": "$25.07B",
        "roic": "4.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gpc/",
        "ticker": "GPC",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "44.44"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +4.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 119.12 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": "GPC",
        "timestamp": "2026-07-22T13:41:34+00:00",
        "price": 124.66,
        "previous_close": 119.11,
        "change": 5.549999999999997,
        "change_pct": 0.04659558391402907,
        "change_5d_pct": 0.030247933884297584,
        "change_20d_pct": 0.17084623434530233,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GPC?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",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings"
      ],
      "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": 10,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 42,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0285",
        "E1161",
        "E1162",
        "E1163",
        "E1164",
        "E1165",
        "E1166",
        "E1386"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "GPC",
      "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：Dow主要经营包装与特种塑料、工业中间体、涂料和有机硅材料，服务包装、基建、消费和汽车市场。行业地位：Dow是基础化工赛道的重要公司，可比/竞争公司包括Celanese。关键变量主要是原料价差、能源成本、下游开工率、库存周期、资本开支纪律和全球化工景气度。",
      "core_catalyst": "Going Into Q2 Earnings, Is DOW Stock a Buy, a Sell, or Hold?",
      "evidence_summary": "DOW moved +2.9% in the latest session, +3.1% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0991.",
      "facts": [
        {
          "claim": "DOW moved +2.9% in the latest session, +3.1% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0194",
          "timestamp": "2026-07-22T00:00:00+00:00"
        },
        {
          "claim": "Going Into Q2 Earnings, Is DOW Stock a Buy, a Sell, or Hold?",
          "source_id": "E0991",
          "timestamp": "2026-07-21T11:00:00+00:00"
        },
        {
          "claim": "Seeking Clues to Dow Inc. (DOW) Q2 Earnings? A Peek Into Wall Street Projections for Key Metrics",
          "source_id": "E0992",
          "timestamp": "2026-07-20T13:15:11+00:00"
        },
        {
          "claim": "Morgan Stanley Adjusts Dow Price Target to $39 From $41, Maintains Equal Weight Rating",
          "source_id": "E0993",
          "timestamp": "2026-07-20T12:48:20+00:00"
        },
        {
          "claim": "DOW fundamentals snapshot: PE n/a; market cap/assets $21.96B; revenue scale $39.33B; revenue QoQ 3.53%; revenue YoY -7.74%; gross margin 6.53%; net margin -4.54%; ROIC -1.52%; engine score health 29.00 / valuation 45.00.",
          "source_id": "E1387",
          "timestamp": "2026-07-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Dow Inc., through its subsidiaries, provides various materials science solutions for packaging, infrastructure, mobility, and consumer applications in the United States, Canada, Europe, the Middle East, Africa, India, the Asia Pacific, and Latin America. The company operates thr...",
        "gross_margin": "6.53%",
        "health_score": "29.00",
        "market_cap": "$21.96B",
        "name": "Dow Inc.",
        "net_margin": "-4.54%",
        "pe_ratio": null,
        "revenue_growth_qoq": "3.53%",
        "revenue_growth_yoy": "-7.74%",
        "revenue_scale": "$39.33B",
        "roic": "-1.52%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dow/",
        "ticker": "DOW",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "45.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +3.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 30.47 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": "DOW",
        "timestamp": "2026-07-22T13:41:50+00:00",
        "price": 31.37,
        "previous_close": 30.465,
        "change": 0.9050000000000011,
        "change_pct": 0.02970622025274916,
        "change_5d_pct": 0.056228929096339364,
        "change_20d_pct": 0.03428948496241424,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/DOW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst"
      ],
      "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": 10,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 42,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0194",
        "E0991",
        "E0992",
        "E0993",
        "E1387"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "DOW",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY -0.1%, QQQ -0.6%, IWM -0.3%, HYG -0.0%, TLT -0.0%, VIXY +0.5%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": -0.0004394224733209606,
        "IWM": -0.002748364470223197,
        "QQQ": -0.005543252887992511,
        "SPY": -0.0013230341583364558,
        "TLT": -0.00041836002868755884,
        "VIXY": 0.005082284607938137
      },
      "source_id": "E0001",
      "source_type": "macro",
      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-07-22T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-07-22"
    },
    {
      "claim": "SPY moved -0.1% 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": 0.006018835737877165,
        "benchmark_return_1d": -0.0013230341583364558,
        "benchmark_return_5d": -0.009962772088340066,
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        "breakdown_20d": false,
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        "close": 747.29,
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        "consecutive_down_days": 1,
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        "dollar_volume": 1604069941.6399999,
        "gap_pct": -0.002659432298070308,
        "high_52w_distance_pct": 0.017543390116286917,
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        "return_1d_vs_avg_abs_20d": 0.21981562813061387,
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        "ticker": "SPY",
        "upper_wick_to_range": 0.22656578394283677,
        "volume_ratio_20d": 0.042673947724256985
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      "source_id": "E0002",
      "source_type": "market_data",
      "ticker": "SPY",
      "tier": 1,
      "timestamp": "2026-07-22T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/SPY/2026-07-22"
    },
    {
      "claim": "IWM moved -0.3% in the latest session, -0.1% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.006216377583810745,
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        "breakdown_20d": false,
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        "close": 295.725,
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        "dollar_volume": 497976059.1,
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        "return_1d": -0.002748364470223197,
        "return_1d_vs_avg_abs_20d": 0.4421167204162014,
        "return_5d": -0.00015214524799667117,
        "ticker": "IWM",
        "upper_wick_to_range": 0.7193877551020113,
        "volume_ratio_20d": 0.07419563774860524
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      "source_id": "E0003",
      "source_type": "market_data",
      "ticker": "IWM",
      "tier": 1,
      "timestamp": "2026-07-22T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/IWM/2026-07-22"
    },
    {
      "claim": "DIA moved +0.1% in the latest session, +0.3% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 522.22,
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        "consecutive_down_days": 0,
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        "dollar_volume": 276605834.06,
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        "high_52w_distance_pct": 0.01976178622036673,
        "latest_date": "2026-07-22",
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        "relative_return_1d": 0.0026844653868843826,
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        "return_1d_vs_avg_abs_20d": 0.34186886052799814,
        "return_5d": -0.007091928890578969,
        "ticker": "DIA",
        "upper_wick_to_range": 0.3163841807909329,
        "volume_ratio_20d": 0.13963253970450804
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      "source_id": "E0004",
      "source_type": "market_data",
      "ticker": "DIA",
      "tier": 1,
      "timestamp": "2026-07-22T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/DIA/2026-07-22"
    },
    {
      "claim": "TLT moved -0.0% in the latest session, +0.1% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 83.625,
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      "source_type": "market_data",
      "ticker": "TLT",
      "tier": 1,
      "timestamp": "2026-07-22T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/TLT/2026-07-22"
    },
    {
      "claim": "HYG moved -0.0% in the latest session, +0.1% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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      "source_id": "E0006",
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      "url_or_provider_ref": "provider://market/HYG/2026-07-22"
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    {
      "claim": "LQD moved -0.1% in the latest session, +0.1% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
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      "source_id": "E0007",
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      "ticker": "LQD",
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      "timestamp": "2026-07-22T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/LQD/2026-07-22"
    },
    {
      "claim": "GLD moved +1.4% in the latest session, +1.5% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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        "upper_wick_to_range": 0.2535714285714051,
        "volume_ratio_20d": 0.09690196423800576
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      "source_id": "E0008",
      "source_type": "market_data",
      "ticker": "GLD",
      "tier": 1,
      "timestamp": "2026-07-22T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/GLD/2026-07-22"
    },
    {
      "claim": "USO moved +2.2% in the latest session, +2.3% relative to benchmark, with volume at 0.2x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "dollar_volume": 172827689.03,
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        "return_5d": 0.08444554292305151,
        "ticker": "USO",
        "upper_wick_to_range": 0.0,
        "volume_ratio_20d": 0.21602650270571763
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      "source_id": "E0009",
      "source_type": "market_data",
      "ticker": "USO",
      "tier": 1,
      "timestamp": "2026-07-22T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/USO/2026-07-22"
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      "claim": "Barclays Adjusts Price Target on PepsiCo to $142 From $138, Maintains Equalweight Rating",
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      "claim": "TotalEnergies (ENXTPA:TTE) Joins ADNOC In $6.2 Billion Abu Dhabi Gas Project",
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      "claim": "Gordon Haskett Adjusts Price Target on McDonald's to $315 From $325, Maintains Buy Rating",
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      "claim": "Why Did PSKY, MCD, NOC Stocks Tumble To 52-Week Lows Today?",
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      "claim": "Disney (DIS) Expands Kraft Heinz Ties As NFL Network Deal Triggers Job Cuts",
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      "claim": "Could Corning (GLW) Be 17% Overvalued Following Mixed Views Ahead Of Earnings?",
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      "claim": "Goldman Sachs Adjusts Price Target on Marathon Petroleum to $376 From $291, Maintains Buy Rating",
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      "claim": "Robinhood Prediction Markets Could Hit $1.7 Billion by 2028, Bernstein Says",
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      "claim": "Reddit May Block Google AI Access as $60 Million Deal Nears Expiry: Will RDDT Stock Crash?",
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      "claim": "Susquehanna Adjusts Price Target on Devon Energy to $63 From $57, Maintains Positive Rating",
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      "claim": "Devon Energy Corporation (DVN) is Attracting Investor Attention: Here is What You Should Know",
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      "claim": "Roblox (RBLX) Unveiled Build, Is The Stock Fully Priced?",
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      "claim": "Roblox vs. Take-Two: Which Gaming Stock Has the Edge Now?",
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      "claim": "Oppenheimer Adjusts Price Target on Amrize to $65 From $68, Maintains Outperform Rating",
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      "claim": "Going Into Q2 Earnings, Is DOW Stock a Buy, a Sell, or Hold?",
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      "claim": "Ecopetrol Moves to Acquire 25% of Brava Energia",
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      "claim": "Ecopetrol's Brazilian Unit Resumes Tender Offer for 25% of Brava Energia",
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      "claim": "Ryanair Q1 Earnings Miss on Lower Fares and Fuel Cost Spike",
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      "claim": "Veeva Systems Insider Sold Shares Worth $1,000,000, According to a Recent SEC Filing",
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      "claim": "Morgan Stanley Adjusts Price Target on PPL to $43 From $42, Maintains Overweight Rating",
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      "claim": "Can PPL's Cost-Control Efforts Support Long-Term Earnings Growth?",
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      "claim": "PPL (PPL) Leans On Cost Discipline, Is The Stock Still Undervalued?",
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      "claim": "Analyst Report: Teck Resources Limited",
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      "claim": "NEXA vs. TECK: Which Base Metals Stock Is the Better Buy Now?",
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      "claim": "Hubbell (HUBB) Earnings Expected to Grow: What to Know Ahead of Next Week's Release",
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      "claim": "Reflecting On Electrical Systems Stocks’ Q1 Earnings: Hubbell (NYSE:HUBB)",
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      "claim": "Scotiabank Downgrades Pembina Pipeline to Sector Perform From Sector Outperform, Adjusts Price Target to CA$73 From CA$69",
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      "claim": "Morgan Stanley Adjusts Price Target on Edison International to $69 From $66, Maintains Underweight Rating",
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      "claim": "Is Edison International (EIX) Stock Outpacing Its Utilities Peers This Year?",
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      "claim": "Mettler-Toledo (MTD) Upgraded to Buy: Here's What You Should Know",
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      "claim": "Barclays Cuts Price Target on Constellation Brands to $132 From $139, Maintains Equalweight Rating",
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      "claim": "Kultura Brands Accelerates National Growth Strategy with Appointment of Beverage Industry Veteran Joshua Malkaski as Executive Vice President of National Sales",
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      "claim": "Archer-Daniels-Midland Benefits From Stronger Crush Margins, but Bunge Offers More Upside, Morgan Stanley Says",
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      "claim": "FTAI Announces $1.465 Billion Gas Turbine Generator Set Order Through J&F Power Systems",
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      "claim": "Analyst Report: LyondellBasell Industries N.V.",
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      "claim": "Deutsche Bank Adjusts Synchrony Financial Price Target to $104 From $101, Maintains Buy Rating",
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      "claim": "Seaport Global Adjusts Price Target on Synchrony Financial to $94 From $95, Maintains Buy Rating",
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      "claim": "HF Sinclair (DINO) Earnings Expected to Grow: Should You Buy?",
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      "claim": "Quantum Computing Stocks IonQ, Rigetti, and D-Wave Are Sending Shockwaves Through Wall Street With This $988 Million Warning",
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      "claim": "Is D-Wave Quantum a Millionaire-Maker Stock?",
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      "claim": "UBS Cuts Price Target on Matador Resources to $56 From $62, Maintains Neutral Rating",
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      "claim": "Seaport Global Downgrades Birkenstock Holding to Neutral From Buy",
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      "claim": "DiamondRock Hospitality Company (DRH) Hits Fresh High: Is There Still Room to Run?",
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      "claim": "Which High-Yield Financial Stock Is the Safer Buy: Annaly Capital Management or Starwood Property Trust?",
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      "tier": 2,
      "timestamp": "2026-07-22T10:47:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/tutor-perini-tpc-surges-7-104700392.html"
    },
    {
      "claim": "Why Tutor Perini Stock Trounced the Market on Tuesday",
      "confidence": 0.62,
      "publisher": "Motley Fool",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Why Tutor Perini Stock Trounced the Market on Tuesday"
      },
      "source_id": "E1354",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-21T22:20:44+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/f06e0e17-0eae-35d2-8a0f-00b0fe446d1c/why-tutor-perini-stock.html"
    },
    {
      "claim": "Tutor Perini Set to Join the S&P SmallCap 600 Index",
      "confidence": 0.62,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Tutor Perini Set to Join the S&P SmallCap 600 Index"
      },
      "source_id": "E1355",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-20T21:44:24+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/tutor-perini-set-join-p-214424655.html"
    },
    {
      "claim": "Krystal Biotech Set to Join S&P MidCap 400; Tutor Perini and V2X to Join S&P SmallCap 600",
      "confidence": 0.62,
      "publisher": "PR Newswire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Krystal Biotech Set to Join S&P MidCap 400; Tutor Perini and V2X to Join S&P SmallCap 600"
      },
      "source_id": "E1356",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-20T21:42:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/krystal-biotech-set-join-p-214200026.html"
    },
    {
      "claim": "Implied Volatility Surging for Comstock Resources Stock Options",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Implied Volatility Surging for Comstock Resources Stock Options"
      },
      "source_id": "E1357",
      "source_type": "news",
      "ticker": "CRK",
      "tier": 2,
      "timestamp": "2026-07-20T13:33:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/options/articles/implied-volatility-surging-comstock-resources-133300120.html"
    },
    {
      "claim": "SMCI fundamentals snapshot: PE 15.84; market cap/assets $19.54B; revenue scale $33.70B; revenue QoQ -19.23%; revenue YoY 56.24%; gross margin 9.95%; net margin 4.72%; ROIC 6.44%; engine score health 40.33 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Super Micro Computer, Inc., together with its subsidiaries, develops and sells server and storage solutions based on modular and open-standard architecture in the United States, Asia, Europe, and internationally. The company provides liquid and air-cooled AI servers for training...",
        "gross_margin": "9.95%",
        "health_score": "40.33",
        "market_cap": "$19.54B",
        "name": "Super Micro Computer, Inc.",
        "net_margin": "4.72%",
        "pe_ratio": "15.84",
        "revenue_growth_qoq": "-19.23%",
        "revenue_growth_yoy": "56.24%",
        "revenue_scale": "$33.70B",
        "roic": "6.44%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/smci/",
        "ticker": "SMCI",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1358",
      "source_type": "fundamentals",
      "ticker": "SMCI",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/smci/"
    },
    {
      "claim": "GEV fundamentals snapshot: PE 30.92; market cap/assets $289.90B; revenue scale $39.38B; revenue QoQ -14.76%; revenue YoY 10.24%; gross margin 19.07%; net margin 50.81%; ROIC 2.02%; engine score health 75.00 / valuation 33.33.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "GE Vernova Inc., an energy company, engages in the provision of various products and services that generate, transfer, orchestrate, convert, and store electricity in the United States, Europe, Asia, the Middle East, and Africa. The company operates through three segments: Power,...",
        "gross_margin": "19.07%",
        "health_score": "75.00",
        "market_cap": "$289.90B",
        "name": "GE Vernova Inc.",
        "net_margin": "50.81%",
        "pe_ratio": "30.92",
        "revenue_growth_qoq": "-14.76%",
        "revenue_growth_yoy": "10.24%",
        "revenue_scale": "$39.38B",
        "roic": "2.02%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gev/",
        "ticker": "GEV",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "source_id": "E1359",
      "source_type": "fundamentals",
      "ticker": "GEV",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gev/"
    },
    {
      "claim": "DELL fundamentals snapshot: PE 30.59; market cap/assets $257.22B; revenue scale $134.00B; revenue QoQ 31.35%; revenue YoY 38.75%; gross margin 17.75%; net margin 7.84%; ROIC 9.31%; engine score health 100.00 / valuation 100.00.",
      "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%",
        "health_score": "100.00",
        "market_cap": "$257.22B",
        "name": "Dell Technologies Inc.",
        "net_margin": "7.84%",
        "pe_ratio": "30.59",
        "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/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/",
        "ticker": "DELL",
        "timestamp": "2026-07-17T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E1360",
      "source_type": "fundamentals",
      "ticker": "DELL",
      "tier": 2,
      "timestamp": "2026-07-17T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/"
    },
    {
      "claim": "T fundamentals snapshot: PE 7.24; market cap/assets $154.67B; revenue scale $126.53B; revenue QoQ -5.86%; revenue YoY 2.92%; gross margin 44.35%; net margin 12.15%; ROIC 5.81%; engine score health 58.33 / valuation 100.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "AT&T Inc. provides telecommunications and technology services worldwide. It operates through two segments, Communications and Latin America. The Communications segment offers wireless voice and data communications services; and sells handsets, wireless data cards, wireless compu...",
        "gross_margin": "44.35%",
        "health_score": "58.33",
        "market_cap": "$154.67B",
        "name": "AT&T Inc.",
        "net_margin": "12.15%",
        "pe_ratio": "7.24",
        "revenue_growth_qoq": "-5.86%",
        "revenue_growth_yoy": "2.92%",
        "revenue_scale": "$126.53B",
        "roic": "5.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/t/",
        "ticker": "T",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E1361",
      "source_type": "fundamentals",
      "ticker": "T",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/t/"
    },
    {
      "claim": "TEL fundamentals snapshot: PE 21.32; market cap/assets $57.06B; revenue scale $18.52B; revenue QoQ 1.61%; revenue YoY 15.58%; gross margin 36.78%; net margin 18.02%; ROIC 13.91%; engine score health 60.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "TE Connectivity plc, together with its subsidiaries, manufactures and sells connectivity and sensor solutions in Europe, the Middle East, Africa, the Asia–Pacific, and the Americas. The company operates through two reportable segments, Transportation Solutions and Industrial Sol...",
        "gross_margin": "36.78%",
        "health_score": "60.00",
        "market_cap": "$57.06B",
        "name": "TE Connectivity plc",
        "net_margin": "18.02%",
        "pe_ratio": "21.32",
        "revenue_growth_qoq": "1.61%",
        "revenue_growth_yoy": "15.58%",
        "revenue_scale": "$18.52B",
        "roic": "13.91%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tel/",
        "ticker": "TEL",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1362",
      "source_type": "fundamentals",
      "ticker": "TEL",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tel/"
    },
    {
      "claim": "WAB fundamentals snapshot: PE 37.00; market cap/assets $44.77B; revenue scale $11.51B; revenue QoQ -0.51%; revenue YoY 9.59%; gross margin 35.97%; net margin 12.27%; ROIC 7.99%; engine score health 43.54 / valuation 31.43.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Westinghouse Air Brake Technologies Corporation provides locomotives, equipment, systems, and services for the freight rail and passenger transit industries worldwide. It operates in two segments, Freight and Transit. It offers diesel-electric and liquid natural gas-powered loco...",
        "gross_margin": "35.97%",
        "health_score": "43.54",
        "market_cap": "$44.77B",
        "name": "Westinghouse Air Brake Technologies Corporation",
        "net_margin": "12.27%",
        "pe_ratio": "37.00",
        "revenue_growth_qoq": "-0.51%",
        "revenue_growth_yoy": "9.59%",
        "revenue_scale": "$11.51B",
        "roic": "7.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wab/",
        "ticker": "WAB",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "31.43"
      },
      "source_id": "E1363",
      "source_type": "fundamentals",
      "ticker": "WAB",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wab/"
    },
    {
      "claim": "GM fundamentals snapshot: PE 36.34; market cap/assets $69.74B; revenue scale $185.53B; revenue QoQ 10.09%; revenue YoY -1.11%; gross margin 7.61%; net margin 2.65%; ROIC 0.64%; engine score health 38.08 / valuation 86.36.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "7.61%",
        "health_score": "38.08",
        "market_cap": "$69.74B",
        "name": "General Motors Company",
        "net_margin": "2.65%",
        "pe_ratio": "36.34",
        "revenue_growth_qoq": "10.09%",
        "revenue_growth_yoy": "-1.11%",
        "revenue_scale": "$185.53B",
        "roic": "0.64%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "GM",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "86.36"
      },
      "source_id": "E1364",
      "source_type": "fundamentals",
      "ticker": "GM",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "CME fundamentals snapshot: PE 20.17; market cap/assets $90.97B; revenue scale $6.76B; revenue QoQ 14.04%; revenue YoY 7.54%; gross margin 88.14%; net margin 61.40%; ROIC 2.19%; engine score health 51.25 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "CME Group Inc., together with its subsidiaries, operates contract markets for the trading of futures and options on futures contracts worldwide. It offers futures and options products based on interest rates, equity indexes, and foreign exchange; and agricultural, energy, and me...",
        "gross_margin": "88.14%",
        "health_score": "51.25",
        "market_cap": "$90.97B",
        "name": "CME Group Inc.",
        "net_margin": "61.40%",
        "pe_ratio": "20.17",
        "revenue_growth_qoq": "14.04%",
        "revenue_growth_yoy": "7.54%",
        "revenue_scale": "$6.76B",
        "roic": "2.19%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cme/",
        "ticker": "CME",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1365",
      "source_type": "fundamentals",
      "ticker": "CME",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cme/"
    },
    {
      "claim": "RDDT fundamentals snapshot: PE 47.92; market cap/assets $32.88B; revenue scale $2.47B; revenue QoQ -8.6%; revenue YoY 69.08%; gross margin 91.52%; net margin 30.75%; ROIC 40.04%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Reddit, Inc. operates a digital community in the United States and internationally. The company’s platform enables user to engage in conversations, explore passions, research new hobbies, exchange goods and services, create new communities and experiences, share laughs, and find...",
        "gross_margin": "91.52%",
        "health_score": null,
        "market_cap": "$32.88B",
        "name": "Reddit, Inc.",
        "net_margin": "30.75%",
        "pe_ratio": "47.92",
        "revenue_growth_qoq": "-8.6%",
        "revenue_growth_yoy": "69.08%",
        "revenue_scale": "$2.47B",
        "roic": "40.04%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rddt/",
        "ticker": "RDDT",
        "timestamp": "2026-07-22T13:41:30.217348+00:00",
        "valuation_score": null
      },
      "source_id": "E1366",
      "source_type": "fundamentals",
      "ticker": "RDDT",
      "tier": 2,
      "timestamp": "2026-07-22T13:41:30.217348+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rddt/"
    },
    {
      "claim": "PM fundamentals snapshot: PE 26.41; market cap/assets $293.07B; revenue scale $41.49B; revenue QoQ -2.08%; revenue YoY 8.09%; gross margin 68.06%; net margin 24.03%; ROIC 22.18%; engine score health 65.06 / valuation 36.36.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Philip Morris International Inc. operates as a tobacco company. The company offers cigarettes and smoke-free products, including heat-not-burn, e-vapor, and oral nicotine products under the IQOS, VEEV, and ZYN brands; and consumer accessories, such as lighters and matches. It al...",
        "gross_margin": "68.06%",
        "health_score": "65.06",
        "market_cap": "$293.07B",
        "name": "Philip Morris International Inc.",
        "net_margin": "24.03%",
        "pe_ratio": "26.41",
        "revenue_growth_qoq": "-2.08%",
        "revenue_growth_yoy": "8.09%",
        "revenue_scale": "$41.49B",
        "roic": "22.18%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pm/",
        "ticker": "PM",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "36.36"
      },
      "source_id": "E1367",
      "source_type": "fundamentals",
      "ticker": "PM",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pm/"
    },
    {
      "claim": "AMD fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $37.45B; revenue QoQ -0.17%; revenue YoY 34.97%; gross margin 52.82%; net margin 13.49%; ROIC 5.48%; engine score health 60.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "52.82%",
        "health_score": "60.00",
        "market_cap": null,
        "name": "Advanced Micro Devices, Inc.",
        "net_margin": "13.49%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.17%",
        "revenue_growth_yoy": "34.97%",
        "revenue_scale": "$37.45B",
        "roic": "5.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "AMD",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1368",
      "source_type": "fundamentals",
      "ticker": "AMD",
      "tier": 2,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "NOW fundamentals snapshot: PE 59.91; market cap/assets $105.26B; revenue scale $13.96B; revenue QoQ 5.66%; revenue YoY 21.72%; gross margin 75.07%; net margin 12.44%; ROIC 7.69%; engine score health 61.00 / valuation 25.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "ServiceNow, Inc. provides cloud-based solution for digital workflows in the North America, Europe, the Middle East and Africa, Asia Pacific, and internationally. The company provides asset management, integrated risk management, IT service management, Operational Technology mana...",
        "gross_margin": "75.07%",
        "health_score": "61.00",
        "market_cap": "$105.26B",
        "name": "ServiceNow, Inc.",
        "net_margin": "12.44%",
        "pe_ratio": "59.91",
        "revenue_growth_qoq": "5.66%",
        "revenue_growth_yoy": "21.72%",
        "revenue_scale": "$13.96B",
        "roic": "7.69%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/now/",
        "ticker": "NOW",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "source_id": "E1369",
      "source_type": "fundamentals",
      "ticker": "NOW",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/now/"
    },
    {
      "claim": "EQNR fundamentals snapshot: PE 10.92; market cap/assets $104.84B; revenue scale $114.42B; revenue QoQ +26.3%; revenue YoY 39.90%; gross margin 45.98%; net margin 13.75%; ROIC 10.47%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Equinor ASA operates as an energy company in Norway and internationally. It operates through Exploration & Production Norway; Exploration & Production International; Exploration & Production USA; Marketing, Midstream & Processing; and Renewables segments. The company engages in...",
        "gross_margin": "45.98%",
        "health_score": null,
        "market_cap": "$104.84B",
        "name": "Equinor ASA",
        "net_margin": "13.75%",
        "pe_ratio": "10.92",
        "revenue_growth_qoq": "+26.3%",
        "revenue_growth_yoy": "39.90%",
        "revenue_scale": "$114.42B",
        "roic": "10.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/eqnr/",
        "ticker": "EQNR",
        "timestamp": "2026-07-22T13:41:32.011774+00:00",
        "valuation_score": null
      },
      "source_id": "E1370",
      "source_type": "fundamentals",
      "ticker": "EQNR",
      "tier": 2,
      "timestamp": "2026-07-22T13:41:32.011774+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/eqnr/"
    },
    {
      "claim": "RPM fundamentals snapshot: PE 19.55; market cap/assets $12.73B; revenue scale $7.86B; revenue QoQ +38.8%; revenue YoY 7.20%; gross margin 42.57%; net margin 9.93%; ROIC 3.99%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "RPM International Inc. provides specialty chemicals for the construction, industrial, specialty, and consumer markets. It operates in four segments: CPG, PCG, Consumer, and SPG. The company offers waterproofing, coating, and traditional roofing systems; sealants, air barriers, t...",
        "gross_margin": "42.57%",
        "health_score": null,
        "market_cap": "$12.73B",
        "name": "RPM International Inc.",
        "net_margin": "9.93%",
        "pe_ratio": "19.55",
        "revenue_growth_qoq": "+38.8%",
        "revenue_growth_yoy": "7.20%",
        "revenue_scale": "$7.86B",
        "roic": "3.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rpm/",
        "ticker": "RPM",
        "timestamp": "2026-07-22T13:41:32.035765+00:00",
        "valuation_score": null
      },
      "source_id": "E1371",
      "source_type": "fundamentals",
      "ticker": "RPM",
      "tier": 2,
      "timestamp": "2026-07-22T13:41:32.035765+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rpm/"
    },
    {
      "claim": "MU fundamentals snapshot: PE 21.72; market cap/assets $1.10T; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.13%; ROIC 44.27%; engine score health 72.86 / valuation 85.71.",
      "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": "84.56%",
        "health_score": "72.86",
        "market_cap": "$1.10T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "21.72",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "source_id": "E1372",
      "source_type": "fundamentals",
      "ticker": "MU",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/"
    },
    {
      "claim": "USO fundamentals snapshot: PE n/a; market cap/assets $2.23B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.84,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "etf",
        "business_summary": "The United States Oil Fund LP (USO) is an exchange-traded fund that is based on the Front Month Light Sweet Crude Oil index. The fund holds predominantly short-term NYMEX futures contracts on WTI crude oil. USO was launched on Apr 10, 2006 and is issued by Marygold.",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$2.23B",
        "name": "United States Oil Fund",
        "net_margin": null,
        "pe_ratio": "n/a",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "https://stockanalysis.com/etf/uso/",
        "ticker": "USO",
        "timestamp": "2026-07-22T13:41:33.664738+00:00",
        "valuation_score": null
      },
      "source_id": "E1373",
      "source_type": "fundamentals",
      "ticker": "USO",
      "tier": 2,
      "timestamp": "2026-07-22T13:41:33.664738+00:00",
      "url_or_provider_ref": "https://stockanalysis.com/etf/uso/"
    },
    {
      "claim": "OKLO fundamentals snapshot: PE n/a; market cap/assets $11.87B; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC -16.61%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Oklo Inc. develops fission power plants to provide energy at scale to customers in the United States. The company offers Aurora Powerhouse, which is designed to produce between 15 and up to 75 megawatts of electricity. It is also commercializing nuclear fuel recycling and fuel f...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$11.87B",
        "name": "Oklo Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": "-16.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oklo/",
        "ticker": "OKLO",
        "timestamp": "2026-07-22T13:41:34.187679+00:00",
        "valuation_score": null
      },
      "source_id": "E1374",
      "source_type": "fundamentals",
      "ticker": "OKLO",
      "tier": 2,
      "timestamp": "2026-07-22T13:41:34.187679+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oklo/"
    },
    {
      "claim": "WDC fundamentals snapshot: PE 29.17; market cap/assets $189.19B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 59.67 / valuation 33.33.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "health_score": "59.67",
        "market_cap": "$189.19B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "29.17",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "source_id": "E1375",
      "source_type": "fundamentals",
      "ticker": "WDC",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/"
    },
    {
      "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $522.86B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%; engine score health 30.89 / valuation n/a.",
      "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%",
        "health_score": "30.89",
        "market_cap": "$522.86B",
        "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/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1376",
      "source_type": "fundamentals",
      "ticker": "INTC",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/"
    },
    {
      "claim": "MRVL fundamentals snapshot: PE 72.00; market cap/assets $181.92B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 45.93 / valuation 14.29.",
      "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%",
        "health_score": "45.93",
        "market_cap": "$181.92B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "72.00",
        "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/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "source_id": "E1377",
      "source_type": "fundamentals",
      "ticker": "MRVL",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/"
    },
    {
      "claim": "SNDK fundamentals snapshot: PE 52.19; market cap/assets $235.23B; revenue scale $13.18B; revenue QoQ 96.69%; revenue YoY 82.76%; gross margin 78.35%; net margin 60.76%; ROIC 31.60%; engine score health 73.75 / valuation 37.50.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Sandisk Corporation develops, manufactures, and sells data storage devices and solutions using NAND flash technology in the United States, Europe, the Middle East, Africa, Asia, and internationally. The company offers solid state drives for desktop and notebook PCs, gaming conso...",
        "gross_margin": "78.35%",
        "health_score": "73.75",
        "market_cap": "$235.23B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "52.19",
        "revenue_growth_qoq": "96.69%",
        "revenue_growth_yoy": "82.76%",
        "revenue_scale": "$13.18B",
        "roic": "31.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "37.50"
      },
      "source_id": "E1378",
      "source_type": "fundamentals",
      "ticker": "SNDK",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/"
    },
    {
      "claim": "CAG fundamentals snapshot: PE n/a; market cap/assets $7.11B; revenue scale $11.28B; revenue QoQ 3.38%; revenue YoY -2.85%; gross margin 24.35%; net margin -56.10%; ROIC -9.43%; engine score health 44.29 / valuation 80.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Conagra Brands, Inc., together with its subsidiaries, operates as a branded consumer packaged goods food company primarily in the United States. The company operates in four segments: Grocery & Snacks, Refrigerated & Frozen, International, and Foodservice. The Grocery & Snacks s...",
        "gross_margin": "24.35%",
        "health_score": "44.29",
        "market_cap": "$7.11B",
        "name": "Conagra Brands, Inc.",
        "net_margin": "-56.10%",
        "pe_ratio": null,
        "revenue_growth_qoq": "3.38%",
        "revenue_growth_yoy": "-2.85%",
        "revenue_scale": "$11.28B",
        "roic": "-9.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cag/",
        "ticker": "CAG",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "80.00"
      },
      "source_id": "E1379",
      "source_type": "fundamentals",
      "ticker": "CAG",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cag/"
    },
    {
      "claim": "AAOI fundamentals snapshot: PE n/a; market cap/assets $14.25B; revenue scale n/a; 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": "",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$14.25B",
        "name": "Applied Optoelectronics, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "AAOI",
        "timestamp": "2026-07-22T13:41:38.919374+00:00",
        "valuation_score": null
      },
      "source_id": "E1380",
      "source_type": "fundamentals",
      "ticker": "AAOI",
      "tier": 2,
      "timestamp": "2026-07-22T13:41:38.919374+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "CB fundamentals snapshot: PE 9.70; market cap/assets $137.84B; revenue scale $35.28B; revenue QoQ -174.43%; revenue YoY -38.70%; gross margin 62.31%; net margin -53.48%; ROIC 4.38%; engine score health 50.00 / valuation 16.67.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Chubb Limited provides insurance and reinsurance products worldwide. It operates in six segments: North America Commercial Property and Casualty (P&C) Insurance, North America Personal P&C Insurance, North America Agricultural Insurance, Overseas General Insurance, Global Reinsu...",
        "gross_margin": "62.31%",
        "health_score": "50.00",
        "market_cap": "$137.84B",
        "name": "Chubb Limited",
        "net_margin": "-53.48%",
        "pe_ratio": "9.70",
        "revenue_growth_qoq": "-174.43%",
        "revenue_growth_yoy": "-38.70%",
        "revenue_scale": "$35.28B",
        "roic": "4.38%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cb/",
        "ticker": "CB",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "source_id": "E1381",
      "source_type": "fundamentals",
      "ticker": "CB",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cb/"
    },
    {
      "claim": "CRCL fundamentals snapshot: PE n/a; market cap/assets $30.37B; revenue scale $2.86B; revenue QoQ -9.9%; revenue YoY 19.97%; gross margin 41.40%; net margin 7.96%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Circle Internet Group, Inc. operates as a platform, network, and market infrastructure for stablecoin and blockchain applications. The company provides various platform including Arc Blockchain and Developer Infrastructure, an open, layer-1 blockchain network purpose-built to br...",
        "gross_margin": "41.40%",
        "health_score": null,
        "market_cap": "$30.37B",
        "name": "Circle Internet Group",
        "net_margin": "7.96%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-9.9%",
        "revenue_growth_yoy": "19.97%",
        "revenue_scale": "$2.86B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crcl/",
        "ticker": "CRCL",
        "timestamp": "2026-07-22T13:41:39.076164+00:00",
        "valuation_score": null
      },
      "source_id": "E1382",
      "source_type": "fundamentals",
      "ticker": "CRCL",
      "tier": 2,
      "timestamp": "2026-07-22T13:41:39.076164+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crcl/"
    },
    {
      "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; revenue scale $679.58M; revenue QoQ +11.5%; revenue YoY 63.46%; gross margin 38.18%; net margin -22.47%; ROIC -5.44%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "38.18%",
        "health_score": null,
        "market_cap": "$45.35B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-22.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+11.5%",
        "revenue_growth_yoy": "63.46%",
        "revenue_scale": "$679.58M",
        "roic": "-5.44%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-07-22T13:41:41.103986+00:00",
        "valuation_score": null
      },
      "source_id": "E1383",
      "source_type": "fundamentals",
      "ticker": "RKLB",
      "tier": 2,
      "timestamp": "2026-07-22T13:41:41.103986+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/"
    },
    {
      "claim": "LITE fundamentals snapshot: PE 136.52; market cap/assets $60.05B; revenue scale $2.49B; revenue QoQ 21.47%; revenue YoY 68.98%; gross margin 42.37%; net margin 17.84%; ROIC 3.61%; engine score health 52.00 / valuation 20.00.",
      "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": "42.37%",
        "health_score": "52.00",
        "market_cap": "$60.05B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "17.84%",
        "pe_ratio": "136.52",
        "revenue_growth_qoq": "21.47%",
        "revenue_growth_yoy": "68.98%",
        "revenue_scale": "$2.49B",
        "roic": "3.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "20.00"
      },
      "source_id": "E1384",
      "source_type": "fundamentals",
      "ticker": "LITE",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/"
    },
    {
      "claim": "NBIS fundamentals snapshot: PE 67.77; market cap/assets $42.22B; revenue scale $877.90M; revenue QoQ +75.2%; revenue YoY 683.89%; gross margin 73.98%; net margin 155.69%; ROIC -1.95%.",
      "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%",
        "health_score": null,
        "market_cap": "$42.22B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "67.77",
        "revenue_growth_qoq": "+75.2%",
        "revenue_growth_yoy": "683.89%",
        "revenue_scale": "$877.90M",
        "roic": "-1.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-07-22T13:41:42.152628+00:00",
        "valuation_score": null
      },
      "source_id": "E1385",
      "source_type": "fundamentals",
      "ticker": "NBIS",
      "tier": 2,
      "timestamp": "2026-07-22T13:41:42.152628+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nbis/"
    },
    {
      "claim": "GPC fundamentals snapshot: PE 501.19; market cap/assets $16.42B; revenue scale $25.07B; revenue QoQ 4.34%; revenue YoY 5.47%; gross margin 37.80%; net margin 3.48%; ROIC 4.77%; engine score health 31.25 / valuation 44.44.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Genuine Parts Company distributes automotive and industrial replacement parts. The company operates in three segments: North America Automotive Parts Group, International Automotive Parts Group, and Industrial Parts Group. It distributes automotive replacement parts, accessories...",
        "gross_margin": "37.80%",
        "health_score": "31.25",
        "market_cap": "$16.42B",
        "name": "Genuine Parts Company",
        "net_margin": "3.48%",
        "pe_ratio": "501.19",
        "revenue_growth_qoq": "4.34%",
        "revenue_growth_yoy": "5.47%",
        "revenue_scale": "$25.07B",
        "roic": "4.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gpc/",
        "ticker": "GPC",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "44.44"
      },
      "source_id": "E1386",
      "source_type": "fundamentals",
      "ticker": "GPC",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gpc/"
    },
    {
      "claim": "DOW fundamentals snapshot: PE n/a; market cap/assets $21.96B; revenue scale $39.33B; revenue QoQ 3.53%; revenue YoY -7.74%; gross margin 6.53%; net margin -4.54%; ROIC -1.52%; engine score health 29.00 / valuation 45.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Dow Inc., through its subsidiaries, provides various materials science solutions for packaging, infrastructure, mobility, and consumer applications in the United States, Canada, Europe, the Middle East, Africa, India, the Asia Pacific, and Latin America. The company operates thr...",
        "gross_margin": "6.53%",
        "health_score": "29.00",
        "market_cap": "$21.96B",
        "name": "Dow Inc.",
        "net_margin": "-4.54%",
        "pe_ratio": null,
        "revenue_growth_qoq": "3.53%",
        "revenue_growth_yoy": "-7.74%",
        "revenue_scale": "$39.33B",
        "roic": "-1.52%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dow/",
        "ticker": "DOW",
        "timestamp": "2026-07-21T00:00:00+00:00",
        "valuation_score": "45.00"
      },
      "source_id": "E1387",
      "source_type": "fundamentals",
      "ticker": "DOW",
      "tier": 2,
      "timestamp": "2026-07-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260721-224322-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dow/"
    }
  ],
  "generated_at": "2026-07-22T13:41:50.993055+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": "2026-07-22T13:41:53.024642+00:00"
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  "session": "premarket"
}