AI Visibility Metrics
Every metric maps to a stage in our pipeline: can AI find it, can AI read it, and will AI cite it.
Single Page Metrics
10 metrics across three pipeline stages: Discovery, Readability, and Citation.
Content Relevance
How directly your content answers user questions. AI systems prioritize pages that satisfy queries without requiring additional sources.
AI Readability
How easily AI can parse your content structure. Clear headings, short paragraphs, and semantic HTML improve comprehension.
Citation Suitability
Whether your content has quotable facts and statistics. AI prefers citing specific, verifiable claims over vague assertions.
Structured Metadata
Schema markup and Open Graph data that helps AI understand context. Comprehensive metadata increases categorization accuracy.
Crawl & Index Signals
Technical factors affecting AI discovery. If AI systems cannot efficiently reach your content, they cannot cite it.
Page Freshness
Signals indicating your content is current. AI systems prefer citing up-to-date information with visible maintenance signals.
Domain Expertise
Authority and E-E-A-T indicators. AI platforms assess source credibility, favoring demonstrated expertise over anonymous content.
Multimodal Readiness
How well non-text content is optimized. Descriptive alt text and transcripts help AI understand your full page.
RAG/AI Retrieval Suitability
How well your structure supports AI retrieval. Self-contained sections and consistent formatting aid accurate content chunking.
Engagement Cues
Social proof and credibility signals. Reviews, testimonials, and community activity indicate content authority to AI systems.
Full-Site Categories
6 categories across three pipeline stages: Discovery, Navigation, and Site Depth.
Site Structure
How well your site is organized for AI navigation. Clear hierarchy and logical grouping help AI understand content relationships.
Topic Coverage
The depth and breadth of your content across topics. Comprehensive coverage demonstrates authority in your subject area.
Internal Linking
How your pages connect and support each other. Strong internal links distribute authority and help AI discover content.
AI Discoverability
How easily AI systems can find and index your content. Optimized discoverability ensures content reaches AI training and retrieval systems.
Content Distribution
The balance and focus of content across your site. Well-distributed content signals a maintained, authoritative resource.
Technical Readability
Technical factors affecting AI accessibility. Page speed, mobile optimization, and server response times impact content access.