← What Ledger does
partly livePart of this works today. The rest is being built, and the missing pieces are listed below.
Retail
"What's the best one under $100?" AI answers with three names. Right now, the only way to know if yours is one of them is to type the question in yourself.
We ask comparison and problem-solving questions the way a shopper would, and quote every competitor from the answer that named them.
What comes back
- Comparison questions: you against the brands AI names instead
- The competitors AI actually names, which usually aren't the ones you'd expect
- The review sites, marketplaces and "best of" lists AI pointed to
- How often each AI names you, by question type, with the number of checks shown next to every percentage
How it works
- 01
We find your competitors in the answers
You don't give us a list. We take the names AI actually mentioned, and you confirm or remove each one before it counts.
- 02
We keep question types separate
Never showing up when someone browses is a different problem from losing a head-to-head comparison. Averaging the two would hide both.
- 03
We write one fix, you make it, we ask again
A page edit or a block of site code aimed at one question you're losing. We ask that question again 14 days after the fix goes live.
What this can’t do
- We don't track individual products. We look for your brand name and any other names you add, not specific items.
- We don't rank you against your industry. We only measure your own questions, and we can't compare you to businesses we've never checked.
- We don't measure the shopping or checkout features inside AI apps, only the text of the answer.
- We don't yet check prices or stock that AI mentions against your store.
Try it on your site
No email, no account, about two minutes.
Check my business for free