Everything Monroya does, in one place.
The AI visibility tool for answer engine optimization. Scan ChatGPT, Claude, Gemini, and Perplexity across the buyer journey — then turn every gap into a ranked, draft-ready action.
Updated: September 2026
In plain words
AI tools like ChatGPT do not give you a list of links. They tell someone an answer, and that answer usually names a few specific companies. If your company gets named, you were just picked. If it does not, you are invisible in a conversation about you, and you would never know it happened. Monroya watches those conversations, tells you what is actually being said, and tells you what to do about it.
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By capability
Scan
We ask ChatGPT, Claude, Gemini and Perplexity real buyer questions.
Each question is asked three times per assistant, because these tools do not always answer the same way twice. We are looking for a real pattern, not one lucky or unlucky answer.
Asked the way your buyer would actually ask.
The questions carry the buyer's situation, so the answers match what a real person would see rather than a generic query.
It keeps watching, instead of handing you one report.
AI tools and the sources they trust change over time. We re-ask every week so what you are reading is current.
Track more than one website or brand.
Each site gets its own results, so a second brand or a new product line does not blur the picture.
Diagnose
Browsing, comparing and deciding, checked separately.
Those are three different moments, and a company can do well at one and be invisible at another. One overall score would hide which moment is the real problem.
What AI tells your customers when they look for the exit.
Questions like "better alternative to you" and "how do I cancel" are tracked on their own, because that is a different problem from winning a new buyer.
Being talked about is not the same as being picked.
Mentioned means AI said your name. Cited means AI linked to your site as the source. We keep them apart, because most tools count mentions and call it visibility.
How often you get named, out of all the answers we read.
Shown per buying moment, so you can see which one you actually own and which one someone else does.
We only call it a change when it really is one.
AI answers wobble run to run. Small moves inside that normal wobble are not flagged as good or bad news.
Draft
The page or post is written before you ask.
One click on any recommended action produces a first draft in your own voice, in the format that moment calls for.
Every draft is checked for made-up facts.
Invented statistics and figures that cannot be traced to a source are flagged before you publish, not after.
Any numbers come from sources pulled that day.
Figures are fetched with a date attached at the moment you draft, rather than recalled from something the model learned years ago.
Written the way AI tools prefer to quote.
Direct answers, clear tables and visible sources, because that is the shape of content these tools reuse.
Verify
Proof a fix actually worked.
When you mark something done, Monroya re-reads your page to check the change is live, then asks the same buyer questions again and shows the real before and after, with both dates. Recommendations then lean toward whatever is genuinely moving for you. Proof, not hope.
Which of your pages AI uses, and which it ignores.
The exact web addresses each tool pulled from, plus what to change on the pages it skipped.
The sources AI trusts instead of you.
When an answer leaves you out, you see the pages it used instead and what it would take to be one of them.
Get told when your position moves.
Optional checks every two weeks or monthly, with what changed and the next thing to do.
Distribute
The places AI keeps quoting in your category.
Forums, review sites, documentation, Reddit. You see which real sources feed the answers, with a suggested reply for each.
Threads recommending a competitor but not you.
One of several source types we watch. Tick off the threads you join and Monroya waits for the AI answer that quotes them.
Learn more →A short weekly read, not a data dump.
What moved, what caused it, and the single next thing worth doing. Shareable by link.
Share a win in one click.
Leaderboard updates and milestones go straight to your connected Buffer queue.
Briefings that read well in an inbox.
The stage breakdown and the headline changes, formatted for email.
Example view — demo data, one of several source types we monitor.
By outcome
- Show up where buyers ask ChatGPT, Claude, Gemini, and Perplexity.
- Know which competitor is eating your stage.
- Turn gaps into publish-ready drafts.
- Stop publishing fabricated stats.
- Measure rescan lift against your baseline.
- Engage the forums and threads feeding AI answers.
By use case
For B2B SaaS marketing teams
Own Evaluation and Decision when AI compares you to incumbents.
Learn more →For agencies managing multiple accounts
Multi-domain tracking and ranked opportunity queues across every client.
Learn more →For demand gen and paid social teams
Sharpen messaging with the angles competitors own in AI answers.
For product marketing and competitive intel
See who AI recommends and exactly which pages reposition you.
For SEO teams bridging to answer engine optimization
Extend SEO into AEO with quote-ready formatting and verified citations.
Learn more →For teams tracking AI readiness over time
Weekly scans and score watches show how answerable you're becoming.
Learn more →What's included at each plan
| Capability | Starter $79 | Growth | Intelligence |
|---|---|---|---|
| Tracked prompts | 5 | 15 | 25 |
| Manual scans / month | 2 | 8 | 30 |
| AI drafts / month | 15 | 50 | 150 |
| 4-provider scanning | ✓ | ✓ | ✓ |
| Buyer-journey matrix | Your company only | ✓ | ✓ |
| Automated weekly scans | ✓ | ✓ | ✓ |
| Opportunity queue | Not included | ✓ | ✓ |
| Reddit discovery | Not included | ✓ | ✓ |
| Executive briefing + share | ✓ | ✓ | ✓ |
| Source gap analysis | Not included | ✓ | ✓ |
| Site audit | Not included | 1×/mo — top 3 pages | 3×/mo — every page |
| Reddit Gaps | Not included | Top 10 threads | Full access + Export |
| Page-level fix recommendations | Not included | Preview only | ✓ |
| Page-level citations | Not included | — | ✓ |
Full plan detail and checkout live on pricing. Every plan starts with a 7-day free trial, no card until day 8. Not ready yet? Run the free AI visibility tool first — no signup.
What we deliberately don't do
Frequently asked questions
- What is an AI visibility tool?
- An AI visibility tool measures how often AI assistants mention and cite your brand compared to competitors. Monroya runs the same buyer prompts across ChatGPT, Claude, Gemini, and Perplexity so you can see where you appear — and where you don't — at every stage of the journey.
- Which AI providers does Monroya scan?
- ChatGPT, Claude, Gemini, and Perplexity. Every tracked prompt runs 3× per provider per scan so you get a mention rate, not a single coin-flip response.
- What's the difference between a mention and a citation?
- A mention is the AI saying your company name. A citation is a clickable link to your domain. Monroya tracks both separately — mention rate is the awareness signal, citation rate is the traffic signal.
- What is answer engine optimization (AEO)?
- Answer engine optimization is the practice of shaping the content AI assistants use to answer questions about your category. Monroya identifies the gaps, writes the assets, and rescans to confirm the lift.
- Do I get the content, or just the recommendation?
- Both. Every opportunity in the queue has a Draft button that produces a publication-ready asset in your brand voice — blog post, comparison page, FAQ block, Reddit reply, schema update, source-inclusion pitch, and 25+ other formats.
- Which features are in the $79 Starter plan?
- Starter ($79/mo) includes 4-provider scanning, the buyer-journey matrix for your own company, automated weekly scans, the Executive Briefing with shareable link, 15 tracked prompts, 2 manual scans/month, and 15 AI drafts/month. Growth adds the opportunity queue, Reddit discovery, Reddit Gaps (top 10 threads), source gap analysis, and competitor rows in the matrix. Intelligence unlocks Reddit Gaps in full with CSV export, page-level citations, and full site audits.
- Who is Monroya built for?
- B2B SaaS marketing teams, agencies managing multiple accounts, demand gen teams, product marketing, and SEO teams that need to bridge traditional search with answer engine optimization.
Related reading
- How it works— The narrative walkthrough
- Methodology— Providers, scoring, cadence
- Docs— Technical reference
- Pricing— Starts at $79/mo