Feedlegible
ChatGPT pluginAI visibility audit for stores
Feedlegible checks whether AI shopping assistants can read an online store's public pages, with extra checks for Shopify stores.
Give it a store URL and it checks the public storefront: product structured data, product feed fields, discovery files such as llms.txt and robots.txt, AI crawler access, policy pages and checkout signals. It also asks AI assistants a few shopping questions for what the store sells and shows whether the store is mentioned and which brands are mentioned instead. You get a 0-100 score, a score for each area, the AI answers, the most severe issues and a link to the full report. Ask about any issue to see why it matters, how to fix it and a code snippet where one applies.
Who it's for: store owners, ecommerce marketers and agencies working on how their products appear in AI answers.
Limits: Feedlegible reads only public storefront pages. It needs no sign-in, cannot change the store, cannot see private admin data and cannot guarantee that an AI assistant will mention a product. AI answers are one live check and vary from day to day. Password-protected stores can't be checked.
Feedlegible is #12,286 of 13,927 ChatGPT plugins by placement.
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Movement
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Rank by placement
Rank in Business & operations
In its category
How this plugin compares with others in the same category. Positions are counted within the category, not across the whole directory.
Business & operations2,099th of 2,396 by placement
| # | Plugin | Position | 7d |
|---|---|---|---|
| 2097 | #12257 | — | |
| 2098 | #12273 | — | |
| 2099 | #12286 | — | |
| 2100 | #12291 | 810places down | |
| 2101 | #12292 | 815places down |
Screenshots
Example prompts
- “Run a store audit on mystore.com.”
- “Why don't AI assistants mention products from my store?”
- “What should I fix first so AI assistants can read my product data?”
Skills
ai-visibility-audit
Check whether AI shopping assistants can read an online store's public product data, whether they mention the store and which brands they mention instead, then walk through the issues to fix. Use when the user asks how AI assistants see their store, why AI assistants don't mention it, or how to make product data readable for AI.
get-started
Introduce Feedlegible and run a first store audit. Use when the user first opens Feedlegible or asks what it can do.
- Categories
- Made by
- Feedlegible · Website
- Sign-in
- On Install
- Capabilities
- Check a store's public product data for AI assistants, See which brands AI assistants mention for a store's products, Explain an audit issue and how to fix it
- Availability
- Available
- Version
- 1.2.0
- Keywords
- shopify, ecommerce, ai visibility, seo, product data, audit
- Created
- October 8, 2026
- More info
- Sponsorship
- Promote this plugin