Monroya is an AI visibility platform that tracks how ChatGPT, Claude, Gemini and Perplexity answer real buyer questions about your company, then tells you exactly what to change.
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Full AI visibility, buyer-stage tracking, and competitor comparison, plans start at $79/month. Start a 7-day free trial
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AI tools like ChatGPT do not hand people a list of links. They give an answer, and that answer usually names a few specific companies. If yours is named, you were chosen. If it is not, you are invisible in a conversation about you, and you would never know it happened.
Monroya asks ChatGPT, Claude, Gemini and Perplexity the questions your buyers ask, over and over, because these tools do not answer the same way twice. It shows you what is really being said, who gets picked instead of you, and the specific thing to fix next. After you fix it, it asks again and shows the real before and after.
See a live demo on real data before you sign up for anything.
Most tools tell you your AI visibility changed. Monroya tells you which buyer you're losing, why your competitor is winning, and what to do next.
Not mentioned in the prompts we checked. Crestline appeared instead.
based on 2 sampled answers
Named in some of the answers we sampled, alongside Vantage PM.
based on 3 sampled answers
Named in the answers we sampled. Fieldstone also appeared.
based on 3 sampled answers
Demo data. Fictional company. Real product.
When buyers ask GPT-5 and Claude to compare project management tools for B2B teams, the same three vendors come up. A direct comparison page targeting that exact phrase is the lowest-effort way to be in the next response.
Demo data. Fictional company. Real product.
Loved by these Teams that now get Noticed on AI Search
“We wanted to understand why competitors were being recommended by AI instead of us. The visibility gaps connected directly to pipeline — closing them drove a measurable increase in qualified opportunities. It went from an experiment to a revenue channel.”
Eddy VidalDirector of IT/Web Ops · Nationwide Power5/5“Monroya showed us what traditional analytics never could: competitors were winning AI recommendations for our buyers' highest-intent questions. Once we saw where their influence came from, we had a clear plan to close the gaps.”
Fred LapidesVP Marketing · Prospect DB4.5/5“Our content spend used to be based on search volume and educated guesses. Monroya showed where AI was actually sending buyers, and the return beat the programs we'd been prioritizing.”
Michael HoffertCo-Founder · Uniforms 2 You5/5“Monroya turned AI visibility from a marketing metric into a business conversation. I can show leadership which buyer questions we're winning and which competitors are taking consideration from us.”
Isaiah MartinezCMO · HSP5/5
Demo data. Fictional company. Real product.
Want to see the real thing? View a live demo on real data for a company everyone knows. Nothing to sign up for.
Compiled and checked by Jeremy Unruh, Founder, Monroya. Every figure above is dated and attributed; anything we cannot source gets removed rather than rounded. Read the scoring methodology.
Tell us your company, your top competitors, and the buyer questions you want us to track. Two minutes to onboard. Your first scan runs automatically.
ChatGPT, Claude, Gemini, and Perplexity — run on a schedule across every prompt in your set, with multi-run aggregation so what you see is signal, not noise.
Each opportunity has a score, an explanation, and a draft. Click execute, edit, ship. The next scan tells you whether it worked.
15 min · draft written, read and post.
The drafts Monroya ships are checked, sourced, and tuned — so what you publish moves your score instead of polluting it.
Invented stats, made-up version numbers, fake customer counts — flagged before you ship. The first AI writing tool that's honest about what AI gets wrong.
Stats-heavy assets retrieve fresh, dated sources at draft time — not from a stale training set. You get cite-able numbers a buyer can verify.
When a tracked prompt stops surfacing you, Monroya generates and tests richer variants — then promotes the version that earns the citation.
Most tools tell you what happened. Monroya tells you what to do.
Competitors are appearing in ChatGPT responses for your category. Monroya maps the gap and generates the content to close it.
The incumbent owns the AI answer for your category. Monroya shows you which prompts to win first and the exact content moves to displace them.
AI search is the new top of funnel. Monroya is the system that tracks it, prioritizes it, and acts on it — without adding headcount.
G2, LinkedIn, review roundups, vendor comparisons and community threads all feed the answers your buyers see. Monroya maps which sources shaped each answer — including the live Reddit threads where your rivals get recommended and you don't, with upvotes, comments, thread age and the subreddit's posting rules. Reply, check it off, and we'll tell you when an AI answer cites it.
Loaded cost. Output: ~4 posts/month, no AI visibility measurement.
Quarterly deliverables. You wait on someone else's calendar.
4-provider scans, buyer-journey matrix, 15 tracked prompts, 15 drafts. Ship this week.
Monroya replaces the measurement layer and most of the prioritization work. You still need someone to ship the changes — Monroya tells them what and gives them the first draft.
Starter gives you 4-provider scans and the buyer-journey matrix. Growth adds the ranked opportunity queue and drafts. Intelligence adds page-level citation data and full site audits. Cancel any time from Settings.
Monroya is an AI visibility platform. It runs your buyer questions through ChatGPT, Claude, Gemini and Perplexity on a schedule, records whether your company is named, cited or missing, and turns each gap into a specific fix with a draft you can ship.
Four: ChatGPT, Claude, Gemini and Perplexity. Every tracked prompt runs against all four, with multi-run aggregation so a single lucky or unlucky answer never moves your score.
Three plans: Starter at $79 per month, Growth at $199 per month, and Intelligence at $299 per month. Every plan starts with a 7-day free trial and no credit card is required to begin.
Rank tracking measures position in a list of blue links. Monroya measures whether an AI assistant names you inside a written answer, which source it cited to do it, and at which stage of the buyer journey. Those are different mechanics with different fixes.
Your first scan runs during onboarding and returns a real finding before you create an account. A full scan across your whole prompt set completes within minutes of signup.
Live answers from the four assistants, the sources those answers cite, and a page-level readability scan of your site covering schema, FAQ structure, answer-first layout, freshness, crawlability and author signals. Nothing is modeled or estimated from third-party rank data.
Documentation and product pages, independent review and comparison sites, news and trade publications, community discussion including Reddit and forums, and research or benchmark content. Monroya reports the mix so you can see which source type is carrying your competitors.
Yes. Agencies run separate tracked brands with their own prompt sets and competitors, and export briefings that show movement, cause and the actions taken between scans.
You keep whatever history you already collected, but the gap itself is unrecoverable. AI assistants retrieve and re-rank sources continuously rather than on a periodic recrawl schedule, so the answer a buyer sees for your category can change within days, and no one publishes an archive of what an assistant said last month. In our own citation data, the source mix behind ChatGPT answers shifted materially inside a single week. Stop for 90 days and you can restart scanning, but you cannot reconstruct which competitor took the citation, from which source type, or on which date it moved, so the attribution behind that quarter is gone for good.