{
  "disclaimer": "Goldirham Insight: educational research, not financial advice. Scores are editorial opinions, not forecasts. Simulated prices are illustrations, not market data.",
  "rows": [
    {
      "symbol": "META",
      "name": "Meta Platforms",
      "theme": "AI that directly compounds ad revenue",
      "upside": 7.5,
      "safety": 8.5,
      "ai_exposure": 8.5,
      "review_status": "unreviewed",
      "reviewed_by": null,
      "reviewed_at": null,
      "review_sources": null,
      "thesis": "Recommendation AI lifts engagement and ad pricing across 3B+ users.",
      "why_it_could_work": "AI directly improves ad targeting and content ranking → revenue | 3B+ daily users = unmatched distribution for AI features | Llama open-model strategy builds an ecosystem moat | Aggressive buybacks shrink the share count",
      "key_risks": "Massive AI + Reality Labs capex tests investor patience | Ad-market cyclicality | Regulatory and privacy headwinds",
      "cycle_stage": "Compounding — the clearest line from AI spend to ad dollars."
    }
  ]
}