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        "rawOutput": "{\n  \"model\": \"SeniorEquityResearchAnalyst\",\n  \"as_of\": \"2026-04-08T20:00:03.000Z\",\n  \"ticker\": \"KMB\",\n  \"currency\": \"USD\",\n  \"current_price\": 97,\n  \"target_price_6m\": 98,\n  \"target_price_12m\": 99,\n  \"recommendation\": \"HOLD\",\n  \"confidence\": 0.6,\n  \"thesis_bullets\": [\n    \"Established brands in essential consumer goods categories.\",\n    \"Recent financial performance shows declining revenue and earnings.\",\n    \"High leverage ratio increases risk during economic downturns.\",\n    \"Dividend yield offers stable income for investors.\",\n    \"Cost efficiency initiatives could improve margins over time.\"\n  ],\n  \"key_drivers\": [\n    { \"driver\": \"Brand equity\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n    { \"driver\": \"Revenue growth trends\", \"impact\": \"HIGH\", \"direction\": \"NEG\" },\n    { \"driver\": \"Debt levels\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n    { \"driver\": \"Operational cost control\", \"impact\": \"MED\", \"direction\": \"POS\" },\n    { \"driver\": \"Market competition\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n    { \"driver\": \"Economic conditions\", \"impact\": \"LOW\", \"direction\": \"NEG\" },\n    { \"driver\": \"Product innovation\", \"impact\": \"LOW\", \"direction\": \"POS\" }\n  ],\n  \"risks\": [\n    \"Further decline in sales volumes.\",\n    \"Increased input costs pressuring margins.\",\n    \"Difficulty in reducing high debt levels.\",\n    \"Intensified competition from private labels.\"\n  ],\n  \"assumptions\": {\n    \"revenue_cagr_3y\": 0.005,\n    \"ebit_margin_target\": 0.15,\n    \"wacc\": 0.075,\n    \"terminal_multiple\": 12\n  },\n  \"scenarios\": {\n    \"bear\": { \"target_price\": 85, \"prob\": 0.3, \"notes\": \"Continued decline in sales and margins.\" },\n    \"base\": { \"target_price\": 99, \"prob\": 0.5, \"notes\": \"Stabilization with modest earnings recovery.\" },\n    \"bull\": { \"target_price\": 110, \"prob\": 0.2, \"notes\": \"Successful cost cuts and market share gains.\" }\n  },\n  \"method_notes\": \"Valuation based on DCF with stated assumptions; target prices imply limited upside; not investment advice.\"\n}",
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            "Difficulty in reducing high debt levels.",
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          "ticker": "KMB",
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            "base": {
              "prob": 0.5,
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              "target_price": 99
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            "bear": {
              "prob": 0.3,
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              "target_price": 85
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            "bull": {
              "prob": 0.2,
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              "target_price": 110
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              "driver": "Brand equity",
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            {
              "driver": "Product innovation",
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              "direction": "POS"
            }
          ],
          "method_notes": "Valuation based on DCF with stated assumptions; target prices imply limited upside; not investment advice.",
          "current_price": 97,
          "recommendation": "HOLD",
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            "Dividend yield offers stable income for investors.",
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        "rawOutput": "{\n  \"model\": \"Equity Research AI\",\n  \"as_of\": \"2026-04-08T20:00:03.000Z\",\n  \"ticker\": \"KMB\",\n  \"currency\": \"USD\",\n  \"current_price\": 97,\n  \"target_price_6m\": 104,\n  \"target_price_12m\": 110,\n  \"recommendation\": \"BUY\",\n  \"confidence\": 0.65,\n  \"thesis_bullets\": [\n    \"Defensive portfolio provides stability despite recent structural revenue adjustments.\",\n    \"Margin expansion potential through aggressive cost-cutting and supply chain optimization.\",\n    \"High 3.87% dividend yield provides significant total return support.\",\n    \"Current valuation at 18.7x forward earnings is below historical 5-year averages.\",\n    \"Market share stabilization in premium diaper categories supports long-term growth.\"\n  ],\n  \"key_drivers\": [\n    {\n      \"driver\": \"Pulp and energy input costs\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Consumer trade-down to private labels\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Restructuring program efficiency\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Emerging market volume recovery\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"US dollar strength impact\",\n      \"impact\": \"LOW\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Debt refinancing costs\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    }\n  ],\n  \"risks\": [\n    \"Persistent volume erosion in core North American markets.\",\n    \"High leverage ratio increases sensitivity to interest rate volatility.\",\n    \"Failure to pass through price increases to inflation-weary consumers.\"\n  ],\n  \"assumptions\": {\n    \"revenue_cagr_3y\": 0.025,\n    \"ebit_margin_target\": 0.165,\n    \"wacc\": 0.072,\n    \"terminal_multiple\": 15.0\n  },\n  \"scenarios\": {\n    \"bear\": {\n      \"target_price\": 85,\n      \"prob\": 0.2,\n      \"notes\": \"Recession leads to aggressive trade-down and volume loss.\"\n    },\n    \"base\": {\n      \"target_price\": 110,\n      \"prob\": 0.55,\n      \"notes\": \"Successful margin recovery and stabilization of organic growth.\"\n    },\n    \"bull\": {\n      \"target_price\": 125,\n      \"prob\": 0.25,\n      \"notes\": \"Significant pulp price deflation and rapid EM market share gains.\"\n    }\n  },\n  \"method_notes\": \"Valuation utilizes a 19x forward P/E multiple on normalized EPS, supported by a 3.87% dividend yield. The BUY rating is predicated on margin recovery following recent revenue volatility noted in the snapshot. Not investment advice.\"\n}",
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          "model": "Equity Research AI",
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            "High leverage ratio increases sensitivity to interest rate volatility.",
            "Failure to pass through price increases to inflation-weary consumers."
          ],
          "ticker": "KMB",
          "currency": "USD",
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            "base": {
              "prob": 0.55,
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              "target_price": 110
            },
            "bear": {
              "prob": 0.2,
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              "target_price": 85
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            "bull": {
              "prob": 0.25,
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              "target_price": 125
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            "wacc": 0.072,
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              "driver": "Pulp and energy input costs",
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              "direction": "POS"
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            {
              "driver": "Consumer trade-down to private labels",
              "impact": "HIGH",
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            {
              "driver": "Restructuring program efficiency",
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              "driver": "Emerging market volume recovery",
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              "driver": "US dollar strength impact",
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              "direction": "NEG"
            },
            {
              "driver": "Debt refinancing costs",
              "impact": "MED",
              "direction": "NEG"
            }
          ],
          "method_notes": "Valuation utilizes a 19x forward P/E multiple on normalized EPS, supported by a 3.87% dividend yield. The BUY rating is predicated on margin recovery following recent revenue volatility noted in the snapshot. Not investment advice.",
          "current_price": 97,
          "recommendation": "BUY",
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            "Defensive portfolio provides stability despite recent structural revenue adjustments.",
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            "Current valuation at 18.7x forward earnings is below historical 5-year averages.",
            "Market share stabilization in premium diaper categories supports long-term growth."
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          "target_price_12m": 110
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        "rawOutput": "{\"model\":\"OpenAI o3\",\"as_of\":\"2026-04-08T20:00:03.000Z\",\"ticker\":\"KMB\",\"currency\":\"USD\",\"current_price\":97,\"target_price_6m\":100,\"target_price_12m\":102,\"recommendation\":\"HOLD\",\"confidence\":0.59,\"thesis_bullets\":[\"Staples brands support resilient cash flow and a 3.9% dividend yield.\",\"Forward P/E looks reasonable after the stock's sharp reset.\",\"Recent revenue and EPS declines show weak near-term demand and mix.\",\"High leverage and thin liquidity limit balance-sheet flexibility.\",\"Fair value sits near current price unless volumes recover faster.\"],\"key_drivers\":[{\"driver\":\"Pricing and mix retention\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Volume recovery in diapers and tissue\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Pulp and input cost normalization\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Productivity savings execution\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Promotional intensity/private label\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"FX and international demand\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Debt reduction and cash deployment\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Defensive rotation/dividend support\",\"impact\":\"LOW\",\"direction\":\"POS\"}],\"risks\":[\"Private-label share gains pressure volumes\",\"Commodity inflation outpaces pricing\",\"FX and emerging-market weakness\",\"Balance-sheet limits capital allocation\",\"Productivity program underdelivers\"],\"assumptions\":{\"revenue_cagr_3y\":0.02,\"ebit_margin_target\":0.155,\"wacc\":0.075,\"terminal_multiple\":12},\"scenarios\":{\"bear\":{\"target_price\":86,\"prob\":0.25,\"notes\":\"Volumes stay weak and margin recovery stalls.\"},\"base\":{\"target_price\":102,\"prob\":0.5,\"notes\":\"Modest growth and stable margins support limited rerating.\"},\"bull\":{\"target_price\":118,\"prob\":0.25,\"notes\":\"Volumes rebound and savings expand margins faster than expected.\"}},\"method_notes\":\"Base case blends ~18x forward earnings with normalized margin/FCF support, cross-checked to EV/EBIT and dividend yield. Snapshot quote/fundamentals were used as authoritative; no sell-side targets used. HOLD reflects modest upside offset by leverage and weak recent growth; not investment advice.\"}",
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            "bull": {
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