How we compare
Us versus the other AI visibility tools
We win by being checkable, not by talking anyone down. Everything below is something you can hold us to.
How we compare
Why our number is worth more than the other number
We win this on being checkable, not on talking anyone down. Every line below comes from a published source, not from our opinion of them.
How many times each question is asked
- Most tools
- Most ask once (n=1)
- AI Says Who
- Many times, with a published range
Do they publish a margin of error
- Most tools
- About 2 of 15 do
- AI Says Who
- Always
Can they measure a local business
- Most tools
- 4 of the 5 biggest have no city capability
- AI Says Who
- Built for local from the start
Where the numbers come from
- Most tools
- Some extrapolate from a sub-1% browser panel
- AI Says Who
- Real answers we saved, every time
Every claim here comes from the other tools' own published limits and from independent research into how they measure. Ask us for the sources on any point and we will send them.
The differences that matter
Five things that are different in kind, not in features
A number on a screen is not the same thing as an answer
Most tools hand you a figure and leave you to work out what to do about it. We send you where you stand, why, and a plan a web person can work from. On the Monthly Plan you see what moved, every month.
One ask is a guess, and we treat it like one
AI answers change between one ask and the next. Asking a question once tells you what happened once. We ask every question on your panel many times, on every assistant, and we print how many times on the report so you can judge the number for yourself.
Every number traces back to a saved answer
We keep the answers we counted. That is why we can show you which businesses got named, on which questions, rather than handing you a single figure and asking you to trust it.
Every number traces to a real answer
Each count on your report comes from an answer we saved. Most tools print a number with nothing behind it. Ours can be checked.
We never guarantee a score
Not a score, not a rank, not a dollar figure, and not a date. We sell honest measurement and real work. Anybody promising you a number is guessing, and the guess is not theirs to make.
If you want to keep watching it
Track it every month
A one-time report tells you where you stand today. If you want to see the number move, the Monthly Plan measures the same 40 questions twice a month and shows you what changed, with one honest verdict each month.
Ask us for the sources behind any claim on this page and we will send them. That is not a figure of speech. Here is where to ask.
The cheapest way to judge us is to take the free one.
You get a real report about your real business, with the method printed in the footer. Compare it to anything you like.
Free. No card, no call.