Public-safe sample overview
AI Shopping Readiness Audit — sample overview
This page shows the shape of an audit deliverable without exposing raw transcripts, local operator paths, named competitor scores, or third-party evidence bundles.
Scope shown publicly
| Target | Redacted ecommerce sample category |
|---|---|
| Method | Public-page evidence, browser-visible checks, structured data review, remediation planning |
| Excluded publicly | Raw AI transcript artifacts, named competitor scoring, customer/private data, endorsement claims |
Example findings format
Heading and page-purpose clarity
Finding explains what an assistant or crawler may misunderstand, cites the evidence category, and gives an implementation-ready fix.
Product fact completeness
Finding separates visible facts, missing facts, and dynamic facts that should not be frozen into static guidance.
Retest checklist
Each remediation item includes a concrete before/after check so improvement can be verified rather than asserted.
Guardrails
- No live AI ranking or traffic-lift guarantee.
- No merchant endorsement is implied.
- Named competitor benchmarks are only used in approved or permissioned contexts.
- Full raw evidence packs are request-only and reviewed before sharing.