Find out where AI is skipping your store.

We run real shopping queries against ChatGPT, Claude, Gemini, and Perplexity for any e-commerce product page. The free Product Visibility Report tells you where AI surfaced your competitors instead, and the page-level fixes worth reviewing first. One product, one email, 24 hours.

How AI surfaces a product

Skipped

AI does not surface your product when shoppers ask in your category.

Mentioned

AI names your brand but the click goes to a competitor's listing.

Cited

AI surfaces your product URL as a source the shopper can click.

What a fix looks likeSample

Prompt

"best trail running shoes for wet conditions"

What AI cited

Competitor product pages with terrain language, grip notes, and use-case framing — not bare specs.

What was missing

The product page listed features but didn't answer the comparison question AI was trying to resolve.

Fix

Add a citation-ready use-case section (terrain, grip, waterproofing, weight) above the spec table, written for AI to lift directly.

Recheck

Re-run the same prompts after the fix ships — track whether the page moves from skipped to mentioned or cited.

Where should we send the report?

Pick the product you want the report focused on. We'll deliver it to your inbox within 24 hours.

What happens next

We finalize the reportYour product is mapped against the AI prompts already run for your category — ChatGPT, Claude, Gemini, Perplexity.
We tie each finding to a fixEvery result is paired with a likely reason, a page-level fix, and a recheck method — no scoreboard, no SEO fluff.
The report lands in your inboxWithin 24 hours. Reply to the email if you want a second product covered or a deeper run.

Methodology200+ buyer prompts run across the four major AI engines. Citations counted as skipped / mentioned / cited. Reports are date-stamped and refreshed when the underlying models update.

Find out where AI is skipping your store.

Where should we send the report?

Your report is on its way.