Your buyers ask ChatGPT before they ask Google.Find out what it says about you.
We ask ChatGPT, Claude, Perplexity, Gemini the questions your buyers actually ask, hundreds of times, and measure how often you get named — and how often you get cited. Then we tell you which pages to go get.
answers sampled per audit — 40 buyer-intent prompts, 4 engines, 3 passes each. One answer from a language model is noise; 480 is a measurement.
engines, queried natively with web grounding on. Where they disagree is itself a finding — strong in Perplexity and absent from Gemini is a different problem.
from payment to report. No call, no onboarding, no retainer. Enter a domain, get a prioritized fix list.
Most tools stop at the score
What you get free
- · A visibility score across all four engines
- · Presence, citation rate, share of voice, average position
- · Your closest competitors, ranked against you
- · The top five sources the engines cite
Enough to know whether you have a problem. Takes about a minute.
What you get for $349
one-time- · 480 sampled answers instead of 20
- · Every cited source domain, ranked, with the URLs
- · A prioritized fix list — effort-tagged, tied to specific prompts
- · Full competitor leaderboard, per engine
- · Your frozen prompt set, so a 90-day re-scan is a real before/after
The part that tells you what to do. See a sample report.
How we measure it
Through each provider's API with web grounding enabled — not by scraping the consumer ChatGPT or Google AI Overviews interfaces. That makes the numbers reproducible and the prompt set auditable, and it means they aren't byte-identical to what a person sees in those apps.
We publish that tradeoff instead of hiding it, along with the sample sizes, the engines, the dates, and the exact score formula. Read the methodology — if a competitor won't show you theirs, ask why.