Measure Your Topical Authority
AI models don't rank individual pages — they evaluate your authority on entire topics. See exactly which themes you dominate and which ones need work, with automatic clustering and a 3-dimensional authority radar.
As part of the LLMRanky AI visibility platform, Topical Authority analysis groups your 30+ strategic questions into 5–8 thematic clusters and scores each on three dimensions: coverage (breadth of content), depth (quality of analysis), and coherence (internal linking strength). The result is a clear map of where you're an authority and where you have gaps.
Your authority, visualized on a radar
The Topical Authority Radar shows each thematic cluster as a point on a multi-axis chart. Strong clusters extend to the edges. Weak clusters collapse toward the center. At a glance, you see the shape of your authority.
Click any cluster to drill into its questions, scores, and recommended actions. The radar updates with every scan as your content strategy improves.
Page-Level SEO vs. Topic-Level Authority
Traditional SEO optimizes individual pages. AI models evaluate your expertise across entire topics. If you only have one great article on a topic, that's not enough — AI wants to see comprehensive coverage.
Scattered content, weak signals
You have great individual articles but no topic strategy. AI sees gaps between your content pieces. Your competitors publish comprehensive topic clusters while you publish isolated pages.
Strategic topic dominance
You know exactly which topics you dominate and which need reinforcement. Every new piece of content fills a measured gap. Your authority radar expands systematically toward full coverage.
Three dimensions of authority, measured per cluster
Each thematic cluster is scored on three dimensions that together determine how AI models evaluate your expertise:
- Coverage — What percentage of topic questions have been analyzed and addressed
- Depth — Average analysis quality and content comprehensiveness per question
- Coherence — Internal linking strength between pages within the same topic cluster
How Topical Authority Works
AI-powered clustering and scoring system that transforms individual question analyses into a holistic authority map.
1. AI Clustering
Claude groups your 30+ questions into 5–8 thematic clusters based on semantic similarity and topic overlap.
2. Three-Dimensional Scoring
Each cluster is scored on coverage, depth, and coherence — producing a multi-faceted view of your authority.
3. Radar Visualization
Results are rendered as an interactive radar chart that shows your authority shape and highlights weak spots.
Explore Topical Authority Features
From automatic clustering to deep coverage analysis — understand your thematic authority from every angle.
Topic Clustering
AI automatically groups your questions into 5–8 thematic clusters based on semantic similarity.
Explore clustering →Authority Radar
Multi-axis radar chart showing coverage, depth, and coherence per cluster at a glance.
See the radar →Coverage & Depth Analysis
Detailed per-cluster breakdown of how thoroughly you cover each topic area.
Analyze your coverage →Build Authority That AI Recognizes
Map your thematic authority across every topic, identify weak clusters, and build a content strategy that establishes true AI-recognized expertise.
Measure My Authority →