Measuring Your Entity Coverage in AI Knowledge
Track how completely AI systems understand and represent your brand, products, and key information.
개요
Entity coverage measures how much of your key information (products, features, people, locations) is accurately represented in AI knowledge bases. Complete coverage means AI can answer detailed questions about your brand.
이 지표가 중요한 이유
Incomplete entity coverage leads to AI giving vague or incorrect information about your brand. Full coverage ensures AI can accurately represent your offerings and answer user questions.
측정 방법
List all key entities: products, features, people, locations
Test AI knowledge of each entity
Score accuracy and completeness of responses
Track coverage percentage over time
벤치마크
Excellent: 90%+ entities accurately covered
Good: 70-90% entities covered
Average: 50-70% entities covered
Poor: <50% entities covered
개선 전략
Create dedicated pages for each key entity
Implement comprehensive structured data
Build external mentions for important entities
Regularly update entity information
추천 도구
Entity audit spreadsheet
AI testing across platforms
Structured data validators
Knowledge graph tools
관련 지표
AI Citation Rate
Learn how to measure and improve how often AI systems cite your content as a source.
Brand Visibility Score
A comprehensive metric for tracking how visible your brand is across AI platforms and response types.
AI Share of Voice
Track what percentage of AI responses in your category mention your brand vs. competitors.
AI Crawl Frequency
Track crawl patterns of AI bots like GPTBot, ClaudeBot, and PerplexityBot to ensure your content is being indexed.