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Guide: trust, risk and when not to buy

Price and delivery describe the offer. Trust describes whether it will go wrong. For an agent acting with real money, the second matters more.

Behaviour, not stars

Review scores mostly measure how recently a seller bought reviews. Observed behaviour over time — fulfilment record, delisting rate, stock accuracy, how long they have existed — is harder to fake and more predictive.

The flag that matters most

`price_implausible` fires when an offer sits far below the product's own distribution across every seller. For an agent optimising a budget this is the single most valuable signal in the API, because that offer is usually a different item, a different region, or a listing that will be cancelled after you order.

JSON
{ "risk": "elevated",
  "flags": [
    { "code": "price_implausible", "severity": "high",
      "detail": "68% below the 90-day 5th percentile across all sellers" } ],
  "recommendation": "Do not auto-purchase. Surface to the user with the flags." }

Unknown is not unauthorised

Where a brand publishes no authorised-seller list, authorisation returns `unknown`. Reporting absence of evidence as evidence of absence would make the field useless in exactly the categories where it matters.

Return terms are part of the price

A 15% restocking fee on a $200 item is $30 of risk — frequently more than the price difference an agent was optimising over. Read `/v1/offers/{id}/returns` before treating two offers as comparable.