//// THE 9 DIMENSIONS
The complete AI SEO audit framework
Each dimension is weighted by its actual impact on how AI systems evaluate and cite content.
AI Citation Score
25% weightHow easily AI systems can find, extract, and cite your content as a source.
- Passage retrieval simulation
- Quote integrity scoring
- Cross-reference density
- Source authority signals
Answer Readiness
20% weightWhether your content is written for how LLMs synthesize answers.
- Entity precision
- Answer completeness
- Contextual density
- Synthesis readiness
Brand Signals
14% weightHow recognized and trusted your brand is across AI platforms.
- Unlinked brand mentions
- Citation context quality
- Entity consistency
- Trust signal density
Entity Clarity
12% weightWhether you exist as a clear entity in knowledge graphs.
- Schema.org coverage
- Wikipedia/Wikidata presence
- E-E-A-T signals
- Knowledge panel eligibility
Content Depth
10% weightWhether your content goes deep enough to be cited over competitors.
- Topic coverage score
- Q&A alignment
- Paragraph depth analysis
- Heading hierarchy
Platform Readiness
8% weightCan AI crawlers actually reach and render your content?
- llms.txt audit
- Robots.txt directives
- Headless render fidelity
- API/sitemap coverage
Technical Foundation
7% weightCore Web Vitals, HTTPS, structured data validity — without this, nothing else matters.
- Core Web Vitals
- HTTPS + security headers
- Structured data validity
- Canonical strategy
Source Authority
4% weightWhether you cite credible external sources — AI systems check your outbound links.
- Outbound authority links
- Data source citations
- Expert quotation density
- Anchor text diversity
Media Readiness
4% weightCan AI systems read your images and interactive elements?
- Image alt text coverage
- ARIA label presence
- Interactive element structure
- Descriptive media ratio
//// CAPABILITIES
Everything you need to own AI search
9-Dimension Audit
Comprehensive analysis across all major signals AI systems use to evaluate content — from passage retrieval to entity clarity.
AI Recommendations
GPT-powered prioritized action items generated specifically for your site — not generic advice.
Share Reports
Generate a beautiful shareable link for each audit. Perfect for client deliverables and team reviews.
Competitor Comparison
Compare your score against any competitor URL to understand your relative AI citability — and close the gap.
Progress Tracking
Re-audit your site over time and track score improvements as you implement recommendations.
Client Management
Label, organize, and manage all your audit reports by client with custom branding and white-label PDFs.
//// HOW IT WORKS
Built on modern technology
The technical foundation behind every GeoXylia audit.
Headless Chrome
Real browser rendering for accurate content extraction and JavaScript execution
GPT-powered recommendations
AI recommendations tailored to your specific content and audit results
Schema.org validation
Full structured data validation against official specifications
Entity Analysis
NER-based entity extraction and disambiguation scoring across your content
9-dimension scoring model
Proprietary model based on AI citability research across ChatGPT, Perplexity, Claude, Gemini