Free tools
Which sites do AI models confuse you with?
Give us your brand and the domain you own. We ask a grounded model about you and then check the citations: if it names you but links a look-alike domain, that is entity confusion — and you will see exactly which hosts are taking your place.
Use the domain you own — every citation in the answers is checked against it.
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How the check works
Name your brand and domain
The domain is the one you actually own — every citation in the answers is checked against it.
We run grounded prompts
A model with live search answers a small set of questions about your brand, citing sources as it goes.
We check citations, not words
Naming your brand is not enough. If the sources point at look-alike hosts, we report confusion rather than a clean mention.
Why it matters
Why a mention can still cost you the visit
Mention counting makes entity confusion invisible. Checking the cited hosts is the only way to see it.
The fix
How to make your identity unambiguous
Five concrete changes on the domain you own, in the order they pay off.
Publish Organization JSON-LD
Put your legal name, canonical URL and logo into structured data on the domain you own.
Add sameAs links
Point at the profiles that already rank for you: Wikidata, LinkedIn, GitHub, Crunchbase.
Claim a Wikidata item
Knowledge graphs are where models resolve "which company is this?" before they cite anyone.
State the domain on your About page
In plain sentences a model can quote, not only as a link in the footer.
Keep one canonical host
Redirect the variants you own to a single domain instead of serving all of them in parallel.
Entity confusion — questions
What counts as confusion?
Why only a few prompts?
My brand was not mentioned at all. Is that worse?
How do I fix it?
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