Your buyers are asking AI. Are you in the answer?
MentionMap monitors how AI systems recommend products in your category, analyzes the sources shaping those answers, and gives you a clear plan to increase your AI visibility.
The way buyers research products has changed
If AI doesn't recommend you, an entire channel of buyers never sees you.
The problem is invisible
You can't improve what you can't see. Most companies are flying blind in AI.
You have no idea if ChatGPT recommends your product or your competitor's.
Your competitor may be the default AI answer — and you wouldn't know.
Your content team publishes weekly but has no idea what AI actually reads.
You've optimized for Google, but Google isn't where your next buyer starts.
The sources that influence AI recommendations are invisible to your stack.
How MentionMap works
From blind spot to action plan in 5 steps
Research
We run structured prompts across ChatGPT, Claude, Perplexity, and Gemini — simulating real buyer questions in your category.
Capture
Every recommendation, citation, and source from every AI response is extracted and stored.
Analyze
We identify competitors, strengths, weaknesses, and narratives in each answer.
Score
Your Recommendation Share and Citation Share are computed and tracked over time.
Recommend
We generate an evidence-backed action plan — content to create, pages to improve, sources to target.
Everything you need for GEO
Understand, measure, and improve how AI recommends your product
Recommendation Share
Track the percentage of AI answers featuring your product. Watch it improve over time.
Competitor Discovery
Automatically discover who AI recommends instead of you — including competitors you didn't know about.
Citation Intelligence
See which sources AI reads and trusts. Know whether your content is cited or ignored.
Narrative Analysis
Understand the stories AI tells about your product. Spot narrative gaps before they cost deals.
Action Recommendations
Get specific, prioritized actions: create this content, improve this page, target this source.
Trend Tracking
Weekly research runs track your AI visibility over time. See what's working and what's not.
Purpose-built for GEO
Not an add-on. Not a retrofit. Built from scratch for AI recommendation intelligence.
| Feature | MentionMap | SEO Tools | Brand Monitors | Manual |
|---|---|---|---|---|
| Tracks AI model recommendations | ||||
| Multi-model coverage (4+ models) | ||||
| Citation & source intelligence | ||||
| Recommendation Share scoring | ||||
| Actionable GEO recommendations | ||||
| Automated weekly research | ||||
| Competitor discovery in AI | ||||
| Google ranking tracking | ||||
| Social media monitoring |
Get Your Free AI Visibility Audit
Enter your product and category. We'll show you your Recommendation Share, top competitor mentions, and 3 quick-win recommendations.