We list 31 rival tools and invent a number for none of them.
One page per tool. Our column says what we've built and measured. Theirs says “Check their site” wherever we haven't verified a specific ourselves, because we'd rather leave it blank than guess.
2 free scans, today and tomorrow. No card · no sales call
Proofsource compared with every AI visibility tool we know of
Each page puts the same rows side by side: price to start, time to first result, sales process, statistical confidence, engine coverage, cadence, fixes and data export.
A tool lands on this list once we can write an honest page about it, which mostly means sitting down and reading their docs. Tell us who's missing and we'll add them.
How to read a comparison written by one of the vendors.
Three things to hold against every page in this directory, ours first.
Assume every column a vendor controls is flattering. Ours included.
We picked the rows. That's the built-in advantage of writing your own comparison, and no amount of even-handed tone takes it away. What we can do is keep our column to claims you can go and check yourself with a free trial.
A filled cell isn't a verified one.
We haven't run these products against a domain of our own, so we don't print their prices, engine counts or feature lists. Where a page says “Check their site”, we're telling you we didn't verify it and won't guess.
The one column neither of us can write is yours.
Your AI Visibility Index next to your category leader's, and the phrasings where a buyer asking about your category never reaches you. 25 questions on 4 engines, today and tomorrow, free, no card.
The one column neither of us can write is yours.
25 questions on 4 engines, today and tomorrow, free, no card. Your index next to your category leader's, and the phrasings where a buyer never reaches you.
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