Analysis Features - CiteMetrix

Every Angle on How AI Sees Your Brand.

A ModelScore is the headline number. Underneath it, CiteMetrix runs fourteen distinct analyses — accuracy, sentiment, share of voice, citation gaps, competitor activity, and more — so you know not just what your score is, but why it moved and what to do about it.

The Analysis Suite

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ModelScore™

Your composite 0–100 AI visibility score, tracked over time across every monitored platform and domain.

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Accuracy & Hallucination Detection

Flags factual errors, outdated information, and misleading context in how AI platforms describe your brand — then automatically rechecks until it’s fixed. Learn more →

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Analytics

Deep-dive trend views across every metric CiteMetrix tracks, built for analysts who need more than the headline dashboard.

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AI Crawlers

See which AI platform crawlers have visited your site, when, and how often — the traffic your web analytics doesn’t show you.

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Brand Perception

Tracks the qualitative language AI platforms use to describe your brand — not just whether you’re mentioned, but how.

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Content Change Tracker

Structured page snapshots on every scan, correlating content edits with citation rate movement. Learn more →

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Activity Tracking

A running log of everything that happened in your account — scans, changes, remediation actions — in one place.

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Platforms

Per-platform breakdowns across all 9 AI engines, so you can see exactly where you’re strong and where you’re invisible.

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Impact

Connects AI visibility movement to business outcomes, so you can show what the work is actually worth.

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Model Sentiment

Tracks whether AI platforms talk about your brand positively, negatively, or neutrally — and how that shifts over time.

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Share of Voice

Head-to-head tracking against your named competitors across every AI platform you monitor.

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Source Pages

Identifies exactly which pages — yours and your competitors’ — AI platforms are citing as their source.

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Citation Gaps

Surfaces the queries where you should be cited but aren’t — the starting point for Content Engine’s remediation work.

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Google AIO

Dedicated tracking for Google AI Overviews — a distinct surface from traditional search and from conversational AI platforms.

From Score to Story

Any single number can mislead you. CiteMetrix’s analysis suite exists so a ModelScore change is never a mystery — you can always trace it back to a specific platform, a specific competitor move, or a specific content change, and act on it.