{
  "request": {
    "product": "Sony WH-1000XM5",
    "current_price": 298,
    "thirty_day_low": 289,
    "stock_state": "limited",
    "seller_count": 3,
    "review_signal": "stable",
    "price_history": "near recent low, scarcity rising"
  },
  "response": {
    "decision": "BUY",
    "confidence": "medium-high",
    "evidence": [
      "Price is within 3% of the recent low",
      "Stock pressure is rising",
      "Seller count is still sufficient"
    ],
    "risk_label": "availability risk",
    "note": "This is a strong buy window, but not a guaranteed best price.",
    "next_trigger": "Watch for price rising above $319 or seller count dropping below 2"
  },
  "boundary": "Scoutly AI uses Claude for transparent decision support, not guaranteed shopping outcomes."
}