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