AI visibility audit for Shopify
What an AI visibility audit checks, how it differs from SEO audits, and how Shopify brands use the results to get recommended in ChatGPT.
An AI visibility audit measures whether ChatGPT, Claude, Perplexity, and Gemini recommend your Shopify brand when shoppers ask for products like yours — and what technical gaps keep you out of those answers.
What it measures
- Share of voice on a fixed panel of real shopper prompts
- Technical AI readiness — crawler access, schema,
llms.txt, Shopping feed signals - Competitors who appear instead of you
- Prioritized fixes ranked by impact
How it differs from an SEO audit
SEO audits optimize for Google rankings and clicks. AI visibility audits optimize for being named in answers. Plenty of stores rank page one on Google and still get zero mentions in ChatGPT.
See AI visibility vs traditional SEO.
What a good Shopify audit includes
- Prompt panel for your category (not one-off keyword checks)
- Multi-model coverage (not ChatGPT alone)
- ChatGPT Shopping readiness (GTIN, Product schema, price/availability)
- AI crawler access and llms.txt
- A fix list you can implement — or hand to a Fix Sprint
How TopMention runs it
We run a fixed weekly prompt panel across four engines with live retrieval, then score visibility and produce a public-safe summary. Start with a free scan or browse the AI Visibility Index.