Most tools in this category sell certainty they do not have: scores to two decimals from a single sample, wobble reported as progress, numbers only the engines could possibly know. ClarAI is built the other way. We would rather tell you the honest, smaller truth than the confident, wrong one. Here is what we commit to, and how each commitment is wired into the product.
AI answers are not deterministic. Ask the same question twice and the wording, the order, and the brands named can shift. A tool that reports a single crisp figure from one sample, and treats every small movement as a trend, is selling a feeling of accuracy rather than the thing itself.
Statistical honesty is our whole wedge. It is not a tagline we add to the marketing; it is a discipline the product enforces on itself. The five commitments below are the shape of it.
Every visibility number carries the count behind it: how many prompts we measured this run, across how many engines. A 100 percent that came from four prompts reads as four prompts, not as the whole internet.
What this means for you
You can defend the number in a meeting, because you can see exactly what it is made of.
No third-party tool can see inside ChatGPT, Gemini, or Google's ranking systems, and we do not pretend to. We measure what is observable: the answers the engines actually give and the pages they actually cite.
What this means for you
Nothing on your dashboard is a black-box guess dressed up as a proprietary signal.
AI answers vary from run to run. We track the run-to-run spread of your score, and when a move is smaller than that spread we call it steady, not a win and not a loss. A tie is a tie.
What this means for you
You act on real movement, and you do not lose a week chasing a number that only wobbled.
We sample five engines, ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews, through their official APIs and web-grounded search. That is a fair, repeatable read of what the engines answer. It is not the same as one logged-in person's personalized session, and we tell you that instead of implying we watch every user's screen.
What this means for you
You know precisely what the score represents, so you never mistake a sample for a census.
ClarAI opens in a Simple view with fewer surfaces, and the toggle that reveals the rest is free. Every view shows the same sample sizes, the same raw answers, the same honest numbers. Simple is fewer rooms of the same house, never a stripped-down trial.
What this means for you
Starting simple costs you nothing in truth, and turning on everything costs you nothing in money.
If you ever catch us breaking one of these, tell us and we will fix it in the open. Corrections go to hello@scoocs.co. An honesty promise you cannot hold us to is just marketing.
Grade your site free and get a letter grade with the checks behind it, or create an account and watch what five AI engines actually say about your brand, sample sizes included.