Shelfable AI is a working name for an independent research effort — not a company pitching a product. We audit how brands and their catalogs show up across AI search, and we share what we learn.
Shopping is quietly moving from search bars to answers. People ask ChatGPT what to buy, ask Perplexity to compare options, and read Google’s AI summaries before they ever click a link. When those systems describe a category, some brands get named and cited — and some don’t exist at all.
We got curious about why. So we started auditing real merchant sites the way an AI model would read them: what’s crawlable, what’s structured, what signals are clear, and whether the brand actually surfaces for its own category. The patterns were consistent enough to be worth sharing — and fixable enough to be worth a report.
This page is that offer, kept deliberately small. One free audit that asks for nothing but your domain. An optional second one for your catalog, only if you want it. No plans, no logins, no dashboards — just findings you can act on.
We never manage, touch, or ask about paid ad spend. Every recommendation is a free change you own.
Step 1 uses only what’s already public. We never request logins, feed access, or customer data to get started.
No instant scanner. Every audit is read by a human, so you get judgement and context — not a generated number.
We publish high-level patterns to help everyone. We never share client identities or the specifics of your audit.
We fetch your pages the way an AI crawler would and note what’s reachable, what’s blocked, and what renders as plain, parseable text.
We check for Schema.org Product, Organization, and Offer markup — the machine-readable facts models rely on to describe and recommend you.
We ask ChatGPT, Perplexity, and Google AI Mode the questions your buyers ask, and score whether you appear — from no mention to a full product citation.
You get a short PDF: your score, the specific gaps, and organic fixes ranked by effort versus impact. No jargon, no upsell.
Worthy of a place on the shelf — found, understood, and recommended when a buyer asks what to get. The quality we help your brand earn in AI search.
The free Step 1 audit takes one field to request and 48 hours to arrive.
Run the free audit