AI visibility tools, and what each one leaves you to do yourself.
Most of these are good at what they do. The question is not which dashboard is best - it is what happens after it tells you the answer.
A row about somebody else's product is only worth reading if it was taken from their own pricing and documentation, with the date it was read. We have not done that work yet, so rather than publish a grid of guesses about other companies, this page sets out what we do and what it costs.
When the columns arrive they will carry that date, and if one goes out of date, tell us and we will correct it.
If you have your own outreach team and only need measurement, a pure tracking tool is cheaper than us and probably better instrumented. We would rather say that here than three weeks into an engagement.
When you need the gap closed rather than measured, and you do not have relationships with the sites the engines read. That is the whole difference, and it is a supply problem rather than a software one.