AI discoverability · Sample

Sample AI readiness audit report

What the written report from an Audit looks like. The store and every finding below are made up for illustration. This is not a real client.

SAMPLE, illustrative data only. “Demo Outdoor Co.” is a fictional Shopify store. A real report uses your store, your products and your buyer questions.

Summary

AI tools can reach the demo store, but they cannot read much of it. Two product pages have no product structured data, sizes and materials are missing from most descriptions, and the return policy is only in an image. The three HIGH fixes below would close most of the gap.

What AI tools can and cannot see

Area What AI tools need What the demo store shows Status
Crawler access AI search bots allowed in robots.txt Search bots allowed; one old rule blocks a whole collection Partly
Product schema Product data with offer, brand and availability on every product page Present on 8 of 10 checked products; brand missing on all Partly
Product attributes Material, size and use stated in text Material on 3 of 10, size on 4 of 10 Cannot see
FAQ and policy content Shipping, returns and sizing answered in text Returns policy is an image; no FAQ page Cannot see
Sitemap and URLs A sitemap listing products, clean product URLs Sitemap present; product URLs clean Can see

Prioritized fix list

Priority Fix Why it matters
HIGH Remove the robots.txt rule that blocks the /collections/sale collection AI tools cannot read those products at all
HIGH Add material and size to the 10 checked product descriptions These are the details buyers ask AI assistants about
HIGH Put the returns policy in text, and add an FAQ page An image cannot be read as a policy
MED Add the missing Product structured data to two products, and brand to all Gives AI tools clear, structured facts
MED Add Organization structured data with links to the store’s profiles Helps AI tools describe the brand consistently
LOW Write alt text for the main product images Adds detail where descriptions are thin

Buyer questions tested

A real report lists 5 to 10 buyer questions, the AI assistants they were asked in, and whether the store was found, cited or recommended, with how it was described. The Complete plan repeats the same questions after the fixes.

What happens next

On the Audit plan, you get this report and a 30-minute call to walk through it. On the Fix and Complete plans, I make the changes with your approval. See the plans and pricing.