See what AI assistants actually recommend — live on a real store. Open the live demo →
Vol. 2026 · Edition I
For brands

Some brands are the answer AI gives — and don't know it.

If assistants already name you for a real buying need, that's a distribution channel you can't see and can't prove. We make it visible, verify it independently, and give you a factual signal to show.

AI is becoming a discovery channel — a third-party, verifiable signal is trust you can show on the product page.

We frame this as a reason to hold a verifiable signal, not as a promise about sales. We never claim uplift we can't attribute.

01 The value

Four things you can do with it.

01

Know your standing

The categories AI recommends you for today, measured across three engines.

02

Prove it

A third-party, auditable record — cleaner and safer than self-declaring in your own copy.

03

Show it

A neutral category badge on every product in that category — and in ads — each linking to the evidence.

04

Compare it

Your standing against every measured brand in your category, and the badge shows its date rather than a stale claim — never a negative mark.

02 In your store

How the badge looks on the shelf.

What travels to your store is deliberately quiet, and there are three pieces — each one yours to turn on, or leave off. The dramatic Bureau seal is ours; it never lands on a merchant page.

  • The badge, on the product page: a small, monochrome, theme-aware mark that adopts your styling and always carries category · denominator · engines · date · evidence link.
  • The mark on product cards: a short version in the corner of the image, in collections and related products — on the same products as the badge and on no others.
  • The measurement panel: the shopping question we asked, how often the assistants named you, and the link to the record. It works whether or not you have a badge.

This is the badge:

Vivobarefoot · frequently recommended by AI for barefoot hiking
95% of relevant AI answers · Oct 2026 · ChatGPT · Gemini · Perplexity · Measured by AIProof
See the evidence →

You place each piece from your own theme editor — the app opens it with the block ready and you decide where it sits. All three load deferred and block nothing, and each hides itself cleanly if the signal lapses. More in how it works.

03 The offer

A third-party verification asset.

What you get is an independently measured, auditable record — a signal you can display — plus its upkeep. You pay for measurement, display, history and revalidation, in line with our published pricing model. You never pay for eligibility.

  • Verification — auditable computation of the criteria and issuance only if it qualifies.
  • Display — an installable badge and a public evidence page.
  • History — a dated log of every status change.
  • Revalidation — periodic re-computation; automatic retirement if it stops qualifying.

See pricing →

04 The honest limits

What we will not say.

The badge is earned, not bought. It is a factual frequency, not a quality claim or a sales promise. We are independent of and not affiliated with any AI provider. If you don't qualify for a category yet, we won't issue it at any price — we'll measure it until (and unless) you earn it.

Find out where AI already places you.

Free category check →Earned, not bought.