Why this site exists
Most "best AI visibility tools" pages are written by companies that sell one, and nearly all of them rank their own tool first. When we audited the pages ranking for these searches in October 2026, about half quoted prices that were wrong or out of date, and almost none had compared tools on the same prompts. Buyers deserve current prices with a date on them, and tests that anyone can check.
Who it's for
In-house marketers, SEO leads, agency owners and founders choosing a tracker, and anyone trying to understand what these tools can and can't measure.
How we work
Prices are collected by script from each vendor's own pages, checked against a saved screenshot, and re-read daily. Tests follow our published method. We use software, including AI tools, to collect pages and compare answers; conclusions are checked against the evidence before they're published.
How we make money
Today, we don't. There are no ads and no affiliate links. If that changes, each affected page will say so at the top, and no vendor will be able to pay to change its position or results.