AI already made the shortlist.
You are not on it.
People ask ChatGPT and Google what to buy. We find out what the answer says about you, why your products don’t appear, fix what can be fixed, and check again.
Free, and you do not need an account.
Best vitamin C serum under ₹1,500 for oily skin?
Your serumNOT SHOWN
The AI couldn’t read your price and stock.
- 1Lumen ApothecaryBEST ABSORPTION
- 2HalcyonDERM FAVOURITE
- 3Verdant Co.BEST VALUE
- 4Aurelia LabsGENTLEST
What AI says about you decides who gets considered. What AI can read about your products decides who gets bought.
They ask first. They Google second.
46%
of AI users now start purchase research in an assistant, not a search engine. It was 25% in 2024.
L.E.K. Consulting, 2,650 US consumers, April 2026
31%
had largely decided before they ever reached a brand or retailer site. Up from 26% in 2024.
L.E.K. Consulting, April 2026
93%
of Google AI Mode searches end without a single click to any site.
Semrush, 69M search sessions, 2025
5x
AI-referred visitors convert against organic search: 14.2% versus 2.8%.
Opollo, 312 B2B tech firms, 2026
AI is already answering questions about you. You have just never read the answers.
One question becomes about ten searches.
When someone asks one buying question, the AI quietly runs about ten searches of its own, comparisons, reviews, “is this brand reliable”. Most of those searches land on pages you don’t own: review sites, forums, roundups. That’s where the recommendation is actually decided, and no analytics tool shows you any of it.
“Which term plan has the best claim record?”
+8 more searches, from the same one question
Ranking first on Google does not get you in. 88% of the pages Google AI Mode quoted were not in the top 10 results.
Moz, 40,000 queries
How a page is built changes the odds. Rewriting page structure alone lifted citation rates 17.3%.
GEO-SFE, arXiv:2603.29979
And often the door is shut. Roughly 41% of B2B sites still block at least one major AI crawler.
Observed across first audits, mostly settings left over from 2023
Four ways to lose a sale.
These are what an audit turns up, in the order we usually find them. Every one of them happens on a page you never see, in an answer you were never shown.
You are misquoted.
A bot cannot read what your site renders only for humans. It fills the gap with whatever it can find.
Meridian Term Life
From $28 a month
99.6% of claims approved
Rated 4.7 by 2,100 policyholders
Cover to age 85
Price, cover, claim record, ratings.
<div id="app"></div><script src="/bundle.js"></script><noscript>Please enable JavaScript.</noscript>Zero words of readable text.
“High denial rate, per user reports.”
A sentence you never wrote.
And 66% of AI users believe what it tells them is accurate.
Panes are an illustrative product page for a fictional insurer. The 66% figure is from L.E.K. Consulting, 2,650 US consumers, April 2026.They are recommended instead.
Your competitors are on the sites the models trust for your category. You are not. That is the whole difference.
Rivals appear on five. You appear on one.
An illustrative source set. Which sources carry weight is category specific, and an audit measures yours.What you actually get.
What is AI telling your buyers?
We ask every major model the questions your buyers actually ask. Every brand in your category gets an answer, yours included.
Meridian Lifetop ranked
Corbin Mutualnamed twice
your brandnot found
Why?
Every miss gets one plain reason with the evidence attached: a page AI can’t read, a price it couldn’t find, a review site you’re absent from.
your pricing pageAI can’t read it
a 2023 listiclestill ranking you last
two review sitesyou are not on them
We fix what’s ours to fix.
Schema, rendering, bot access, product data. What isn’t ours, reviews and press, you get as a ranked to-do list.
your pagesreadable now
bot accessopened
reviews and pressranked for you
Then we keep it fixed.
New products, price changes and AI updates re-break things monthly. We re-check the same questions and show you what moved, with honest error bars.
last monthnot found
this monthnamed twice
what movedone page, one fix
Trackers count mentions.
We tell you why, and what to do.
A tracker tells you that you appear in 22% of answers, which is an illustrative figure here. It cannot tell you what the answer said about you, where that came from, or what to change. We give you all three.
22%
“You show up.”
“Fine for small teams, outgrown at scale.”
This will not send you much traffic. For most sites, AI referrals are under 1% of visits, and we would rather you hear that from us than find it out in month three. It is a small traffic channel and a large influence channel. The point is being one of the three names the answer gives, not the click.
We also won’t sell you a magic file that makes AI recommend you. There isn’t one. People are selling one anyway.
Under 1% of visits is what we see in the measurements available to us, and we publish what we cannot measure too.
AI shopping is already paying.
$262B
of the $1.29 trillion spent online worldwide over the 2025 holiday season is credited to AI and agents. One dollar in five.
Salesforce, 2025 holiday shopping data, 1 November to 31 December 2025, global online sales.
14%
higher average order value on AI-referred orders than on orders from organic search, growing nearly 13 times year over year.
Shopify, Q1 2026 merchant commerce data, published 11 May 2026.
42%
better conversion from AI-referred traffic, with 12% higher engagement.
Adobe Analytics, March 2026 measurement period. Adobe's monthly figure for this has ranged from minus 9% to plus 60% over the preceding year, so read it as one month rather than as a constant.
Google will show you the score.
Google is rolling out a report in Merchant Center that scores how visible your products are in its AI results. India is in the first wave. It shows you the score.
It won’t tell you why you’re losing.
It won’t fix anything.
It won’t show ChatGPT or Perplexity.
That part is our job.
Find out where you stand.
What AI says about you, where it got that, and what to change.
Free, and you do not need an account.