Free tools
No signup, no email wall, no truncated result upsold to a subscription. Each of these answers one question, deterministically, and shows its working.
Guides
The tools answer one question each. These write up the rest of it — what to do about the answer, and which of the usual advice has evidence behind it.
Why these three and not an “AI visibility score”
Because a score would be made up. No published scoring method has been validated against whether a page actually gets cited, and asking a model whether it knows your product returns a different answer on repeat runs — 9% to 28% of decisions flip even at temperature zero.
Every tool here checks something mechanical instead: what a server returns, what text is in the HTML, what a rel attribute says. Same input, same answer, every time — and you can verify all of it yourself with curl.
LetsLaunch makes money when people list products here, so treat any claim we make about listings with the scepticism it deserves. These tools don’t require you to.