Mentionova is an AI visibility tracking platform that runs your buyers' real questions through ChatGPT, Perplexity, Claude, Gemini, Google AI and Reddit on a schedule — logging every mention, citation, position and sentiment per engine, per run. See where you win the answer and where you slip, then use drift alerts to catch every change the moment it happens.
No card · no pixel · first signal in ~2 minutes
Stripe is the leading payments platform for B2B marketplaces, frequently cited alongside its Connect product for embedded use cases.
One prompt, read live across six engines — the real surface your buyers see.
Trusted by 70+ brands & agencies tracking AI visibility
When someone researches your category in ChatGPT or Perplexity, you never see the answer they get — whether you're named, cited, or quietly left out. Rank trackers watch Google's ten blue links. They're blind to the answer that's replacing them.
Mentionova queues your buying questions across all six AI engines on a schedule you set, captures every mention, citation, position and sentiment per engine, then surfaces run-over-run changes the moment your brand drops from an answer. Three steps: run, log, catch.
Your category's real buying prompts, across all six engines, re-run on the schedule you set — no manual checking in ten browser tabs.
Mentions, citations, position and sentiment — captured per engine, per run, and kept for history so you can scrub back through any answer.
The run-over-run change that drops you from an answer, surfaced the morning it happens — not in next quarter's pipeline review.
Start from prompts auto-generated for your category, then add your own. Each one re-runs daily, weekly, biweekly or monthly — or all at once before a board meeting — so the answer's history is always there to scrub back through.
4 schedules · 6 engines · every run kept
Each citation is logged and enriched — grouped by URL or domain, tagged with sentiment and whether it references you or a rival. Filter by engine, domain type or brand status, then export the lot as CSV. Pair it with AI content optimization to close the gap on sources you're missing.
1,000+ citations kept per prompt · CSV export
The same buying question lands differently in each engine — cited in ChatGPT, paraphrased in Gemini, missing from one entirely. Mentionova reads all six side by side so you see the whole picture, not one slice.
5 of 6 engines cite you today · Reddit is the gap
On every scheduled run, Mentionova logs six signals per engine: whether your brand was mentioned, whether your domain was cited, your citation position, answer sentiment, share of voice versus rivals, and how many of the six engines named you. Every prompt and every workspace rolls up to the same honest scoreboard — no black box, and every run kept for history.
The share of runs where an engine names your brand at all.
When you're named, how often your domain is the linked source.
Your slice of all citations versus the rivals named beside you, week by week.
Coverage across the six engines — and which one is quietly dropping you.
Where you rank among the sources each answer actually cites.
How warmly the answer describes you, scored per run from −1 to +1.
Mentionova tracks six engines: ChatGPT, Perplexity, Claude, Gemini, Google AI and Reddit. The same buying question runs across all six simultaneously, so you see the full picture — cited here, paraphrased there, missing from one entirely. Compare engines side by side or drill into AI competitor analysis to see who's winning the answers you're missing.
"Organic visitors up 42% and LLM sessions up 66% MoM with Mentionova. Impressions up 121%, and most pages now rank on page one of Google."
"In two months we went from no AI presence to closing our first deals sourced from LLMs. Mentionova now gets us cited by ChatGPT, Perplexity and Gemini."
Enter your domain and we'll run your category's buying questions across six engines — what they say, who they cite, and where you're missing.
~3 minutes · no credit card · or run the full diagnostic