When your customers ask AI, does your brand come up?
Prompt Monitoring answers one question, continuously: what do ChatGPT, Claude, Perplexity and Gemini say when your customers ask about your category, and does your brand appear in the answer? A fixed corpus of real buying questions, measured run after run, so you see status and trend instead of a one-off screenshot.
Your customers already ask AI assistants. Does your brand make the answer?
Buying research increasingly starts as a question to an AI assistant, not as a keyword in a search box. The assistant names brands, and builds the shortlist, before anyone reaches your site. Prompt Monitoring makes those answers visible: which questions name your brand, which don't, and who gets named instead of it. New to the term? Read our guide: What is prompt monitoring?
A fixed corpus, measured again and again. That's what makes results comparable.
One-off checks tell you what an assistant said once. Prompt Monitoring asks the same real buying questions in every run, across all four engines, so a change in the numbers means the answers changed, not the questions.
A corpus of real buying questions from your category. Frozen wording, so runs stay comparable over time.
→Repeated measurement runs across ChatGPT, Claude, Perplexity and Gemini, with a cost estimate before each run.
→Every prompt gets a status per engine: your brand mentioned (won) or absent (missing). No blended score.
→Run after run, statuses become a trend: where you're gaining ground, where you're losing it, and to whom.
From raw answers to decisions: six views on your AI visibility.
Every view is built from the actual answers of the four engines. Figures below are illustrative demo data; in the product they show your real measurements.
For every question in your corpus: which engines mention you, which don't.
Because the corpus is frozen, movement in the chart means the answers changed.
The share of brand mentions across all measured answers, you against the field.
Every brand the engines name instead of you becomes a profile: where it appears, for which questions, how often.
Not just if you're named, but how: recommended, merely listed, or framed with caveats, compared with the way competitors are described.
Prioritized: the questions where a good, findable answer from you is most likely to change what the engines say.
There is no stable “#1 in ChatGPT”. Anyone selling you one isn't measuring.
AI answers vary between runs, engines and phrasings. That's why Prompt Monitoring reports indicators, not rankings: won/missing per prompt, share of mentions, and trend over a frozen corpus. Direction and evidence, not a pseudo-precise position.
A single answer proves little. Repeated measurement of the same questions shows a reliable picture: where you consistently appear, where you consistently don't.
The question corpus is frozen. If a number moves between runs, it's because the engines' answers moved, not because the questions did.
AI Share of Market, per-prompt status, competitor profiles: each traces back to the concrete prompts and answers it was computed from.
You see the cost before the run starts. Not after.
Measuring four engines against a full question corpus costs money. Prompt Monitoring makes this explicit instead of hiding it.
Before a measurement run starts, you see what it is expected to cost, based on corpus size and the engines involved. You start the run knowing the number.
You set a budget cap and runs stay inside it. Measurement stops before the cap is breached, no runaway bills from a monitoring tool.
First we know you. Then we measure.
Prompt monitoring that hands you suggestions without knowing you is like a doctor who prescribes without a case history. He gives you aspirin for a headache you don't have, you say „gone", and he books it as his success.
That's how many tools work: they buy generic prompt lists, check the questions where you already show up, and report success. Then comes „your competitor is ahead, don't fall behind". That's fear-selling, not measurement.
Klariton works the other way around. First the anamnesis of your brand: your products, your personas, your approved material. From that we research your real prompt space, systematically across eight axes and several levels, and enrich it with the questions people actually asked: in LLMs today, in forums and communities over years, across languages. No invented prompt, no off-the-shelf list.
And we don't just measure whether you're named at the product or category level. Whoever only appears there is already in the comparison, and then only price decides. But most people come to the assistant with a problem and don't yet know the solution. Klariton checks whether you already appear upstream, in the upper funnel, in the trust layer where the purchase decision is shaped, before it becomes a question of price. A prompt is not a Google keyword. That era is over: a prompt is a whole question, often a problem in everyday language, across every buying phase.
Then we measure the questions that truly decide the purchase. Including, and especially, the ones where you don't show up today or are misrepresented. No success on demand, no fear rhetoric: an honest diagnosis plus a concrete fix from your own material.
Start with the free check. Continue with the measurement.
The free AI visibility check gives you a first snapshot: does your brand appear when AI assistants answer questions about your category? Prompt Monitoring turns that snapshot into a continuous measurement.
A one-off look at how the engines answer category questions, and whether you're in the answers. Free, no setup.
A frozen corpus of real buying questions, repeated runs across four engines, per-prompt status, AI Share of Market, competitor profiles and prioritized content opportunities.
Want the concept first? Read the guide: What is prompt monitoring?
Find out what AI assistants say about your category, today.
The free check takes minutes and shows whether your brand appears in AI answers. From there, Prompt Monitoring keeps measuring, with a frozen corpus, transparent costs and honest indicators.
Does AI even mention your brand?
Enter your domain. In about 60 seconds the check shows whether ChatGPT, Claude and Perplexity read and name you.
No sign-up. Free.