Tracking How Often AI Recommends Your Brand
Measure how frequently AI systems recommend your brand when users ask for suggestions in your category.
개요
Recommendation rate tracks how often AI systems actively recommend your brand when users ask for options, solutions, or 'best' products in your category.
이 지표가 중요한 이유
Recommendations are the highest-intent AI mentions. When AI recommends you, users are actively considering options and your brand is positioned as a viable choice.
측정 방법
Test recommendation queries for your category
Track inclusion in 'best of' and comparison responses
Monitor recommendation consistency across platforms
Compare recommendation rate vs. competitors
벤치마크
Excellent: Recommended in 40%+ of relevant queries
Good: Recommended in 20-40% of queries
Average: Recommended in 10-20% of queries
Poor: Recommended in <10% of queries
개선 전략
Create comprehensive product/service pages
Build strong review presence
Develop use case-specific content
Increase brand authority and recognition
추천 도구
AI recommendation testing protocol
Competitive recommendation tracking
Review monitoring tools
Brand mention monitoring
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.
Entity Coverage
Track how completely AI systems understand and represent your brand, products, and key information.