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Flags factual errors, outdated information, and misleading context in how AI platforms describe your brand — then automatically rechecks until it’s fixed.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