Independent technical evidence review

Prepare sponsored-agent commerce without blurring trust boundaries.

A fixed-scope audit for merchants and agent operators who need public, verifiable evidence that recommendations, sponsorship labels, conversation data, and merchant handoffs stay distinct.

Request the $250 auditInspect a sample reportRun the free public scan

Fixed scope

$250

One-time review. Delivery target: 7 days after scope acceptance. No subscription, ad spend, or revenue-share requirement.

What the audit tests

  • Recommendation logic is separated from sponsorship and affiliate economics.
  • Sponsored and promoted placements are labeled at the user-visible decision point.
  • Conversation and shopper data have explicit collection, retention, and forwarding boundaries.
  • Merchant handoff and attribution survive the transition from advice to checkout.
  • Browser and server conversion events preserve source identity and deduplicate the same action.

What you receive

  • Evidence inventory with exact public URLs and observed states.
  • Gap register separating missing evidence from a failed control.
  • Prioritized remediation plan with retest criteria.
  • One bounded public-surface retest after remediation.

What this is not

  • Not OpenAI access, approval, certification, or representation.
  • Not an advertising campaign or media-buying service.
  • Not legal, privacy, security, or financial advice.
  • Not a promise of ranking, distribution, customers, or revenue.
Business-channel boundary. Requests must use an independently authorized company website and business email. Personal contacts, personal profiles, and unclear-provenance channels are excluded.

How it works

  1. Submit the merchant or agent domain and the business outcome you are preparing for.
  2. We verify business-channel provenance before any reply is authorized.
  3. The audit examines bounded public evidence and documents unknowns without treating them as failures.
  4. You receive the evidence pack and a prioritized remediation path; payment is arranged only after scope acceptance through an authorized business rail.