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          "method_notes": "Valuation based on earnings growth and P/E expansion. BUY due to 15% upside and medium confidence. Data inconsistencies noted in snapshot. Not investment advice.",
          "current_price": 221.25,
          "recommendation": "BUY",
          "thesis_bullets": [
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            "Revenue expansion from e-commerce and cloud services.",
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            "Current valuation appears attractive relative to growth.",
            "Balanced by regulatory and competitive risks."
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            "Intense cloud competition from Microsoft Azure and Google Cloud capturing AI workload market share.",
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          "current_price": 221.25,
          "recommendation": "BUY",
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