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Free AI Visibility Score

How visible is your page across AI search?

One aggregate score blending structure, schema, freshness and authority — plus per-platform estimates for ChatGPT, Perplexity, Gemini and Claude.

Local HTML signal analysis only. No live LLM queries, no credit card.

How AI Visibility Scoring Works

Each AI platform weighs different content signals when selecting which pages to cite. Our AI Visibility Score evaluates your page across 5 pillars and generates platform-specific estimates for ChatGPT, Perplexity, Gemini, and Claude based on their known citation preferences.

The 5 Visibility Pillars

  • Content Structure (25 pts) — Proper H1/H2/H3 hierarchy, table usage, and list formatting that enables clean RAG chunk extraction.
  • Schema & Entity Clarity (25 pts) — JSON-LD presence, FAQPage/HowTo types, Organization markup, and BreadcrumbList per Schema.org vocabulary.
  • Content Depth (20 pts) — Word count sweet spot of 1,500-3,500 words with high fact density and topical focus.
  • Freshness Signals (15 pts) — dateModified within 90 days scores maximum points. AI models prioritize recently updated content according to Google's Article schema documentation.
  • Authority & Trust (15 pts) — Author bylines, sameAs entity links, and 3+ external source citations that establish E-E-A-T credibility.

Platform-Specific Scoring

ChatGPT favors schema and clean structure. Perplexity weights freshness and citations heavily. Gemini prioritizes entity clarity and content depth. Claude prefers long-form, well-structured content. Our per-platform estimates reflect these documented preferences from OpenAI's crawler documentation and published AI search research.