CiteScale isn't just an audit tool. It's a full-stack content repair engine that takes you from legacy inventory to human-approved, AI-ready assets.
Crawls and maps citation dead zones across your entire library.
Benchmarks visibility against LLM citation patterns and search rankings.
Identifies missing data blocks required for AI citation and ranking.
Determines the optimal structural fix for every audited page.
Generates precise schema-aligned content blocks for injection.
Ensures all automated repairs maintain voice and tone integrity.
Secure bridge to your existing content stack via API or webhooks.
Human-in-the-loop verification before any change goes live.
Compiles repaired content and re-evaluates against initial benchmarks.
Hard data on visibility lift and citation readiness for stakeholders.
Personalized dashboard for tracking estate-wide health and repair progress in real-time.
CiteScale integrates directly into your existing publication workflow without requiring a platform migration.