Remediation — 14 Tools

Every Other Platform Stops
at the Diagnosis. We Don’t.

Finding a problem is half the job. CiteMetrix ships fourteen built-in remediation tools that turn a finding — a hallucination, a content gap, a missing schema type — directly into a fix, without you leaving the platform or hiring a second vendor.

The Remediation Suite

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AI Content Audit

Scans your published content for the structural and factual issues that make AI platforms less likely to cite you.

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AI Trust Audit

Checks your content against E-E-A-T signals — experience, expertise, authoritativeness, trust — the same signals AI platforms weight when deciding who to cite.

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Answer Position Estimator

Estimates where your content would land in an AI-generated answer, before you publish.

🧩

Self-Contained Passage Analyzer

Checks whether individual passages on your page can stand alone as a citable answer — the unit AI platforms actually extract.

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Internal Linking Analyzer

Maps your internal link structure and flags where better linking would strengthen a page’s topical authority.

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Unique Content Scorer

Scores how differentiated your content is versus what’s already been said on the same topic — a factor in whether AI treats you as a primary source.

Content Engine

Turns a measured citation gap into a publication-ready article, then companion pieces for nine other platforms. Learn more →

Content Optimizer

Rewrites and restructures existing pages to better match how AI platforms parse and cite content.

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Content Refresh Advisor

Flags pages going stale — the ones AI platforms are likely to deprioritize in favor of more recent competitor content.

FAQ Generator

Builds FAQ content and markup for the query-and-answer format AI platforms cite most directly.

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llms.txt Generator

Builds and maintains your llms.txt file directly from your verified Brand Facts — kept in sync automatically. Learn more →

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Robots Analyzer

Checks whether your robots.txt is accidentally blocking the AI crawlers you want indexing your content.

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Schema Advisor

Identifies missing or incorrect schema.org markup and generates it — deterministically from your Brand Facts where possible, AI-assisted otherwise.

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Entity Map Generator

Maps the relationships between your brand, products, and key entities the way AI platforms model them internally.

Stop Just Watching the Problem.

Every remediation tool above works from your real scan data, starting with your very first scan.

See Plans and Pricing