When buyers ask ChatGPT, Claude, Gemini or Perplexity who to hire, an answer comes back - with or without you in it. Reputation Admiral runs those questions every week and scores every answer.
Your buyers used to click ten blue links and make up their own minds. Now they ask one model a question and read one answer. That answer names a shortlist - and if you're not on it, you were never in the room.
Reputation Admiral tells you which answer they're getting, and how it changes.
AI collapses the whole research phase into a single recommendation. There's no second page to fight your way onto.
Model updates and fresh sources quietly reshuffle who gets named. Last month's answer is not this month's answer.
Nobody has time to ask six models the same forty questions every week and grade the replies. That's the entire job we do.
Six views on the same question: when AI talks about your market, where do you stand?
Every sweep ends in an executive brief you can forward as-is: what changed, why it matters, what to do about it.
Mention rate, prominence and sentiment across six AI models, tracked sweep over sweep so trends are unmissable.
Every question asked, every full answer archived, every score inspectable. No black box between you and the data.
See who the models recommend instead of you, how often, and on exactly which questions you lose the slot.
The sites AI cites when it talks about your market, so you know precisely where earned coverage moves the needle.
Wrong founding dates, mixed-up entities, stale facts: flagged the week they appear in an answer, not months later.
Comms desks, investor relations, agencies and compliance teams, reading their AI reputation every week.
“We found out ChatGPT was citing a three-year-old article about a suit we'd already settled. We fixed the sources it leaned on and watched it drop out of answers within two sweeps.”
“Share of voice is what finally made our board care about AI. We were losing the recommendation slot to a smaller rival on our own category question, and nobody knew.”
“I run twelve client brands. One AI-visibility report per account, with the full answer archive as receipts, gave my team back a full day every week.”
“A model confidently listed a former partner as our current managing director. Reputation Admiral flagged it the week it surfaced — otherwise we'd have heard it from a prospect.”
“The prompt-level drilldown sold me. The exact question, the exact answer, and why we scored the way we did. There's no black box to argue with.”
“Our CEO opens the Monday brief before the news now. First time 'what is AI saying about us' has had an actual answer instead of a shrug.”
“Gemini started recommending us for a use case we don't even serve. We caught it, corrected the source it was pulling from, and avoided a support mess.”
“Six models, forty questions, every single week — there was no way we were doing that by hand. Now it's just sitting in the dashboard on Monday morning.”
“We watched sentiment tip negative after a recall, then watched it climb back sweep over sweep as our corrections landed. That recovery curve was the whole story.”
“Every other tool handed me a number. This one hands me the sentence the number came from, and I can forward that to legal without a second thought.”
“For a regulated firm a confident-but-wrong AI answer is a compliance issue, not a marketing one. This is the early-warning system we didn't have last year.”
“The executive summary is genuinely forwardable — I paste it into the leadership channel as-is. That has never been true of a monitoring tool before.”
Four scores turn six models' worth of answers into something you can track, compare, and act on.
How often, and how prominently, the models mention you across every prompt your buyers actually ask.
Your slice of the recommendations, measured against the exact competitors named alongside you.
Whether the way models describe you skews positive, neutral, or negative - and which way it's trending.
How often the claims models make about you are actually true, with every error surfaced and dated.
Every week, Reputation Admiral puts your buyers' real questions to ChatGPT, Claude, Gemini, Perplexity, Grok and Google AI Overviews.
An independent LLM judge scores each answer: were you mentioned, how prominently, in what tone, and is it factually right.
Scores roll up into trends - visibility, sentiment, share of voice and citations - so movement is visible sweep over sweep.
A plain-English summary lands in your dashboard, and Slack pings you the moment something worth knowing moves.
If a wrong or missing AI answer lands on your desk, this is your early-warning system.
The team that owns the narrative now owns the model's narrative too. See it before your client or CEO does.
What AI tells the market about your company, tracked steadily - not discovered on the morning of the earnings call.
Report AI visibility to every client from one place, with the full answer archive as your receipts.
Healthcare, legal, and financial brands, where a confident but wrong AI claim is a real-world problem.
ChatGPT, Claude, Gemini, Google AI Overviews, Grok, and Perplexity - the engines your buyers actually use. We add new models as they gain real traction.
Weekly by default, so you see genuine movement without drowning in noise. We can tune the cadence to your needs.
No. We track the real questions your buyers ask - category, comparison, and recommendation prompts - because that's where you're named or quietly left out.
An independent LLM judge reads every response and scores mention, prominence, sentiment, and factual accuracy. The full answer is archived so you can always check its work.
Routinely - wrong founding years, confused entities, outdated leadership, mixed-up locations. The Accuracy & Risk view flags these the week they appear in an answer.
Request a demo. We configure your prompts and competitors, run a first sweep, and walk you through exactly what it found.
One sweep is usually enough to find an answer you didn't know was out there.