Agent Analytics

Measure what AI says about you — across every dimension

Visibility scores by platform, persona, topic, and query. Competitor tracking. Citation analysis. Trend monitoring. Everything you need to understand and improve your AI presence, in one dashboard.

Free visibility scanResults in 2 minutesNo credit card

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Platform Scores

How each AI platform sees you

ChatGPT might recommend you while Claude sends customers to competitors. See your visibility score on each of the seven major AI platforms and understand the differences.

Persona Insights

Which customers can find you?

AI gives different answers to different people. Our persona analytics show you which customer types see your business in AI responses and which ones are being sent to competitors.

Topic Analysis

Your authority topics vs. blind spots

See every topic in your category and your visibility level for each. Identify where you’re the authority AI references and where you have zero presence — then create content to fill the gaps.

Citation Sources

What sources influence AI about you?

Track the 200+ websites AI platforms reference in your category. See which sources mention you, which mention competitors, and where you need to build presence to influence AI’s recommendations.

How it works

Data-driven AI visibility,
not guesswork

Pendium doesn’t just tell you your visibility score. It breaks down exactly why you score the way you do — and what to do about it.

1

Scan across 7 platforms

We run real customer queries across ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews. Each platform has different data and different opinions — you need to see all of them.

Multi-platform scan results
2

Drill into personas and topics

See your visibility broken down by customer persona (who’s asking) and topic (what they’re asking about). Identify the specific combinations where you’re invisible and where you dominate.

Persona and topic breakdown
3

Track competitors

When AI doesn’t recommend you, who does it recommend? Our competitive intelligence shows exactly which competitors appear in every query and how often — so you know who you’re really competing against.

Competitor tracking
4

Measure content impact

After publishing content through Pendium, track exactly how it affects your visibility scores. See which articles get cited, which queries improve, and which personas start finding you.

Content impact measurement
Multi-dimensional scoring

One score is never enough

Your overall visibility score is useful, but the real insights live in the dimensions. Platform-level scores reveal which AI agents know you. Persona scores show which customers find you. Topic scores highlight your authority areas and blind spots.

Multi-dimensional visibility scores
Trend tracking

See how your visibility evolves

AI perception changes as new content gets published, competitors move, and models retrain. Track your scores over time to see the impact of your efforts and catch drops before they become problems.

Visibility trends over time
Actionable insights

Data paired with recommendations

“Your visibility score is 34” is a fact. “Your visibility score is 34 — here are the 3 articles to publish this week to improve it” is a product. Every metric comes with context and next steps.

Actionable recommendations
FAQ

Questions, answered.

What’s a “visibility score”?
Your visibility score measures how often and how positively AI platforms mention your business when potential customers ask relevant questions. It’s calculated from mention rate and positioning across all queries, personas, and platforms — think of it as your AI equivalent of a search ranking.
How many queries do you track?
Up to 50 real customer queries per scan, each run across multiple buyer personas and all seven major AI platforms. That’s hundreds of individual data points per scan, giving you a comprehensive view of your AI visibility.
Can I see what my competitors score?
Yes. When AI recommends someone instead of you, we track who that is and how often. You’ll see your competitors’ mention rates alongside yours for every query, giving you clear competitive intelligence.
How often are the analytics updated?
Visibility scans can be run on demand or on a scheduled cadence. Each scan provides fresh data from live AI platform queries — not cached or estimated data.
What makes this different from Google Analytics?
Google Analytics tracks what happens on your website. Agent Analytics tracks what happens in AI conversations about your category — before anyone ever visits your site. It’s the analytics layer for the new discovery paradigm.

See your AI analytics

Enter your website to get visibility scores across every platform, persona, and topic. Understand exactly where you stand — and what to do next.