AI visibility for B2B marketing teams

Your buyers ask AI who to trust. Make sure you're in the answer.

monroya.ai tracks every time ChatGPT, Claude, Gemini, or Perplexity mentions your company in the questions buyers actually ask — scores your visibility at Discovery, Evaluation, and Decision — and hands you the next move, ranked by what changes the answer, with the draft already written.

Trusted by companies like:

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Applied Labs logo
Auto Hauler Exchange logo
B&H Photo logo
Candid Health logo
Datalign Advisory logo
Posterity Health logo
Relay Commerce logo
Seraphic Security logo

Free · No signup · ChatGPT + Gemini · ~20 seconds

Monroya platform dashboard showing AI share of voice and citation rates

Demo data. Fictional company. Real product.

2.7×
more AI citations with structured FAQ schema
76%
of top-cited pages were updated in the last 30 days
40%
of LLM citations in B2B answers come from Reddit
44%
of citations come from the first 30% of page text

GEO research: Foglift 2026 · BlogPros 2026 · SE Ranking 2026 · Princeton/Georgia Tech KDD 2024

How it works

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

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
18 prompts3 buyer stages6 competitors
Mention rate by buyer stage
Discovery
25%
Evaluation
50%
Decision
75%
Scan complete · 4 providers · 18 prompts
02

We scan all four AI providers

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.

03

Act on what we find

Each opportunity has a score, an explanation, and a draft. Click execute, edit, ship. The next scan tells you whether it worked.

Source pitch Crestline is being cited here — you are not

Capture Evaluation-Stage PM Comparison Queries

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15 min · draft written, read and post.

Top opportunity in today's briefing

Not a dashboard. A next move.

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.

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Draft asset
Buyer journey · Evaluation
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, fake customer counts — flagged before you ship. The first AI writing tool that's honest about what AI gets wrong.

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.

Prompt improvement engine
Underperforming prompts auto-rewritten.

When a tracked prompt stops surfacing you, Monroya generates and tests richer variants — then promotes the version that earns the citation.

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

Built for B2B marketing teams at growth-stage companies.

Series A SaaS

Competitors are appearing in ChatGPT responses for your category. Monroya maps the gap and generates the content to close it.

Category challengers

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.

Demand gen teams

AI search is the new top of funnel. Monroya is the system that tracks it, prioritizes it, and acts on it — without adding headcount.

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

4-provider scans, buyer-journey matrix, 5 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.

Three plans

Start at $79. Scale to $199 or $299. 7-day free trial.

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.