Be the business AI recommends.

Monroya is an AI visibility tool that shows who AI recommends instead of you, hands you a ranked list of moves to change it, and proves when they worked.

  • Know who AI recommends instead of you, and why.
  • Get a ranked list of moves every week, top priorities first, with drafts ready to edit.
  • See proof: same question, same assistant, before and after.
  • Free plan. Paid plans from $79/month.

Free plan. No card.

Live platform metrics

21,527companies measured for AI visibility
59,766buyer prompts analyzed
188,393AI citations mapped
In plain words

AI visibility starts with the questions customers ask.

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, and checks Google AI Overviews and Google AI Mode. We ask every question several times, because AI never answers 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.

What you're losing

Not a dashboard. A next move.

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.

Discovery
Not yet appearing

Not mentioned in the prompts we checked. Crestline appeared instead.

based on 2 sampled answers

Evaluation
Appearing sometimes

Named in some of the answers we sampled, alongside Vantage PM.

based on 3 sampled answers

Decision
Consistently appearing

Named in the answers we sampled. Fieldstone also appeared.

based on 3 sampled answers

Companies AI mentioned in this space
CrestlineVantage PMFieldstone

Demo data. Fictional company. Real product.

Top job this week
Content
P94

ChatGPT names Crestline, Vantage PM, and Fieldstone for “best B2B project management software” — Archway HQ isn't in the answer.

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.

imphighconfhigheffortlow
Draft asset
Buyer journey · Evaluation

Demo data. Fictional company. Real product.

Start free
Apple demo Mission Control showing 16 of 17 buyer questions naming Apple and the six-step AI visibility path

ExampleNamed in 16 of 17 buyer questions. Same platform, your own results when you sign up.

Want to see the real thing? View a live demo on real data Nothing to sign up for.

2.7×
more AI citations with structured FAQ schema
Source: Foglift GEO schema study (2026)
76%
of top-cited pages were updated in the last 30 days
Source: SE Ranking AI Overviews research (2026)
How it works

From AI answers to a short list of things to do.

How Monroya measures six AI surfaces across Discovery, Evaluation, Decision and Retention, finds gaps, recommends moves, and checks the result.
From raw AI answers to prioritized action across the buyer journey
01

Connect your brand

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.

Company
Archway HQ
Competitors
CrestlineVantage PMFieldstone
Add competitor
e.g. Northbeam PM
2 minutes · then your first scan runs
ChatGPT
Claude
Gemini
Perplexity
Google AI Overviews
Google AI Mode
18 questions4 buyer stages6 competitors
Mention rate by buyer stage
Discovery
25%
Evaluation
50%
Decision
75%
Retention
50%
Direct assistants complete · Google results collecting · 18 questions
02

We check six AI surfaces

We check ChatGPT, Claude, Gemini and Perplexity directly, then collect Google AI Overviews and Google AI Mode. We ask every question several times, because AI never answers the same way twice.

03

Act on what we find

Every week you get a ranked list of moves: what to do, why it matters, and a draft to start from. You publish it. We check whether it worked.

Source pitch Crestline is being cited here — you are not

Capture Evaluation-Stage PM Comparison Queries

Top move this week

15 min · draft written, read and post.

Drafts you can trust

AI-generated, but not AI-sloppy.

The drafts Monroya ships are checked, sourced, and tuned — so what you publish moves your score instead of polluting it.

Hallucination check
Every draft is fact-screened.

Invented stats, made-up version numbers and fake customer counts are flagged before you publish.

Fresh sources at draft time
Stats pulled the moment you draft.

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.

Why Monroya

Why not just use a monitoring tool?

What monitoring tools give you
  • A dashboard showing where you rank
  • Generic recommendations to “create content”
  • A report to show your team
  • Data without a clear next action
What Monroya gives you
  • A prioritized queue ranked by citation impact
  • A draft written and ready to publish
  • The specific page on your site to edit
  • A follow-up scan that confirms it worked

Most tools tell you what happened. Monroya tells you what to do.

Who it's for

You don't need another score. You need to be recommended.

Recommendation rate

Your recommendation rate is how often AI recommends you when customers ask.

Questions, not keywords

We track the real questions customers ask while researching, comparing, choosing and deciding whether to stay.

A weekly next move

Your next customer is asking AI who to hire. Monroya shows the highest-priority move to make next.

Source coverage

AI answers cite sources you don't control.

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.

Reddit GapsDemo data
What are you all using for cross-team project tracking in 2026?
r/ProductManagement412168
AsanaLinearClickUpNot you
Monday.com vs Asana for a 60-person ops team — worth the price jump?
r/sysadmin23794
Monday.comAsanaNot you
Track the ones you reply to — and see when AI cites them.
What you're comparing it to

$79/mo vs. the alternatives.

One mid-level content hire
$7,500/mo

Loaded cost. Output: ~4 posts/month, no AI visibility measurement.

GEO agency retainer
$4,000–$8,000/mo

Quarterly deliverables. You wait on someone else's calendar.

Monroya Starter
$79/mo

50 questions checked weekly, ranked weekly moves, drafts, and verified wins.

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.

Free plan plus three paid plans

Start at $79. Scale to $199 or $299. Start on the free plan, no card required.

Free: 10 questions checked monthly, 1 competitor, your best move each week, and 1 draft a month. Starter: 50 questions checked weekly, ranked weekly moves, drafts, and verified wins. Growth: 150 questions checked weekly, plus experiments and shareable progress reports. Intelligence: 400 questions, with the top 50 checked daily and the rest checked weekly.

Questions buyers ask

Frequently asked questions

What is Monroya?

Monroya is an AI visibility tool. It checks ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and Google AI Mode, then turns each gap into a specific move with a draft you can edit.

Which AI assistants does Monroya track?

Six surfaces: ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and Google AI Mode. We ask direct assistants several times because AI never answers the same way twice; Google results arrive shortly after the direct checks.

How much does Monroya cost?

Three plans: Starter at $79 per month, Growth at $199 per month, and Intelligence at $299 per month. Everyone starts on the free plan with no card, and upgrades from inside the app.

How is this different from SEO rank tracking?

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.

How long until I see my first results?

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.

Where does Monroya's data come from?

Live answers from four direct assistants, Google AI Overviews and AI Mode results, the sources those answers cite, and a scan of your own pages. Failed checks stay marked Not checked instead of counting against you.

What kinds of sources get cited in AI answers?

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.

Can agencies use Monroya for client reporting?

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.

What happens if we stop tracking AI visibility?

You keep the history you already collected. New changes will not be recorded until tracking starts again.

Last updated Reviewed by Jeremy Unruh, Founder, Monroya

By Jeremy Unruh, Founder, Monroya. Reviewed September 2026. Source: Monroya scan data, June 16, 2026 to September 17, 2026.