AI Visibility · GEO
Win the answer. Not just the rank.
Most GEO tools ship a dashboard. We built an inference pipeline — the same discipline that made search measurable, pointed at the one channel that publishes no ground truth of its own.
1.5%
One reply tells you almost nothing about your brand.
That's why we measure a distribution of answers, not a single reading.
From blind spot to advantage.
What to track
We model your category's real prompt demand instead of asking you to guess a prompt list.
How to track
A crossed design over phrasing, geography, persona and model — reliability bought by spread, not repeats.
What it means
A benchmark with a denominator: coverage, sentiment, and where in the funnel you actually lose the answer.
What to do
Specific, source-linked fixes, ranked by a causal uplift model that learns which ones actually move the answer.
Same brand. Same session. Three turns.
A single-prompt score would have only ever seen the first turn — and called it a win.
There's no page two in an AI answer.
If a model doesn't mention you, you didn't rank low — you didn't exist in that answer at all.
Request a demo
See what the models are already saying about your brand.