# Buyer-Agent Simulation Pack

```json
{
  "title": "Buyer-Agent Simulation Pack",
  "scope_warning": "Deterministic proxy scenarios; not live ChatGPT/Gemini/Claude/Perplexity behavior.",
  "scenarios": [
    {
      "prompt": "Find a relevant product from buyer intent.",
      "status": "pass",
      "safe_answer_basis": "Scenario generated from sampled public audit evidence.",
      "cannot_verify": "Wrong recommendations if product text/feed lacks intent terms.",
      "recommended_data_fix": "Expose factual product descriptions, category terms, and use-case attributes in visible text and feeds."
    },
    {
      "prompt": "Filter products by a buyer budget.",
      "status": "pass",
      "safe_answer_basis": "Scenario generated from sampled public audit evidence.",
      "cannot_verify": "Agents may recommend unaffordable products if price is not machine-readable.",
      "recommended_data_fix": "Expose current price and currency in Product/Offer schema, feed rows, and visible product text."
    },
    {
      "prompt": "Exclude unavailable or out-of-stock products.",
      "status": "pass",
      "safe_answer_basis": "Scenario generated from sampled public audit evidence.",
      "cannot_verify": "Agents may send shoppers to dead ends if stock state is unclear.",
      "recommended_data_fix": "Expose availability in Offer schema/feed and keep it synchronized with product and cart state."
    },
    {
      "prompt": "Select the exact shade, size, volume, or variant requested.",
      "status": "pass",
      "safe_answer_basis": "Scenario generated from sampled public audit evidence.",
      "cannot_verify": "Wrong-product purchase risk if variant data is ambiguous.",
      "recommended_data_fix": "Expose variant IDs, option labels, variant URLs, price, stock, and images."
    },
    {
      "prompt": "Compare relevant alternatives without inventing differentiators.",
      "status": "pass",
      "safe_answer_basis": "Scenario generated from sampled public audit evidence.",
      "cannot_verify": "Agents may invent or omit differences when comparison attributes are weak.",
      "recommended_data_fix": "Expose comparable attributes, reviews/ratings where genuine, and structured category/spec data."
    }
  ]
}
```
