Why this page exists
This page is likely to convert because the user is searching for a diagnosis, not a broad education article.
ChatGPT store visibility diagnosis
Why ChatGPT does not mention your store.
Diagnose why ChatGPT may skip your ecommerce store in product recommendations, including thin product facts, weak schema, missing comparison content, and low citation support.
Who it is for
Store owners who tested ChatGPT manually and saw competitors appear instead.
What the audit checks
The report connects each visibility problem to crawl evidence, AI answer samples, competitor risk, and a concrete repair step.
Sample report evidenceChargeable audit v0.2
The store may not have enough quotable product evidence
AI answers often skip stores when product pages are visual, vague, or dependent on JavaScript sections that do not expose clear buyer facts.
Competitors may own the supporting sources
If review sites, blogs, and roundups cite competitors more often, AI answers may choose those competitors even before evaluating your product page.
Brand pages can be disconnected from product pages
About, reviews, policies, warranty, and social proof need internal links and consistent naming so AI systems can connect them to products.
Buyer prompts to sample
Turn vague AI visibility into repeatable tests.
why is my store not in ChatGPTChatGPT recommends my competitorwhy does AI not mention my brandhow to make my store visible in ChatGPT
- Likely absence reasons
- Competitor replacement evidence
- Page-level blockers
- First five fixes to try
Run a free preview for your store.
Submit a store URL, brand name, competitors, and buyer queries. The preview runs a real crawl first, then prepares the audit evidence for a paid report.