AI VisibilityAnalysis Suite
5 proprietary tools for GEO & AEO optimization. Built for the 2026 AI search landscape.
Universal Scoring System
70-100: AI Ready
Optimized for citation
40-69: Needs Work
Improvements required
0-39: Critical
High risk of being ignored
Information Gain Scorer
Compare your content against AI-generated consensus baseline. Identify unique statistics, quotes, and insights that make your content citation-worthy.
Entity Graph Validator
Validate JSON-LD schema for Level 4+ nesting depth. Check @id connectivity and sameAs links to authoritative sources like Wikidata and LinkedIn.
AEO Position Zero Simulator
Analyze H2/H3 headers for "Inverted Pyramid" structure. AI prefers 40-60 word direct answers. Identify snippet opportunities and verbose sections.
llms.txt Architect
Validate your llms.txt file - the "robots.txt for AI". Check size limits (<10KB), Markdown syntax, and link efficiency for AI agent navigation.
Multimodal Context Auditor
Audit images and videos for AI indexability. Check filenames, alt text, VideoObject schema, and transcripts for multimodal search optimization.
Citation Battle Simulator
Simulate how AI engines decide which content to cite. Compare your content vs competitors on E-E-A-T signals, unique value, and structure.
The Theory Behind These Tools
Information Gain
A patent-backed Google metric that rewards content for providing new information relative to what the user has already seen. LLMs are trained on "consensus content" — to be cited, you must offer unique data they don't possess.
Entity Depth
Simple schema is obsolete. 2026 GEO requires Knowledge Graph approach with entities nested 4+ levels deep (Article → Author → Organization → sameAs). This helps LLMs verify facts by tracing relationships.
AEO Formatting
Answer Engine Optimization targets "zero-click" searches. AI models prefer "Inverted Pyramid" structure with direct answers in 40-60 words immediately after a heading. Lists have highest extractability.
Ready to optimize for AI visibility?
Start with the recommended analysis flow: