Core Competitive Metrics
Measure your position in the AI search battlefield
AI Search Market Position Score
Ranks your brand's visibility against competitors in AI search results.
What It Measures
- Relative share of AI citations vs competitors
- Answer positioning in AI-generated responses
- Mention quality compared to market leaders
- Competitive gap analysis across platforms
Quick Wins
- Identify competitor content gaps
- Optimize for low-competition queries
- Create comparison content
- Target long-tail opportunities
Competitive Share of Voice
Measures your citation frequency compared to direct competitors.
What It Measures
- Citation count vs top 5 competitors
- Platform-specific share percentages
- Trending share over time
- Category-specific dominance
Quick Wins
- Track competitor mentions
- Identify share-stealing opportunities
- Create superior content on shared topics
- Build authority in underserved areas
AI Recommendation Rank
Your average position in AI-generated recommendation lists.
What It Measures
- Average ranking position (1-10)
- First-position capture rate
- Recommendation frequency
- Context-specific rankings
Quick Wins
- Optimize for recommendation triggers
- Enhance unique value propositions
- Build social proof signals
- Improve conversion messaging
Differentiation Score
Measures uniqueness of your value proposition to AI systems.
What It Measures
- Unique attribute identification
- Proprietary methodology recognition
- Distinctive content markers
- Brand differentiation clarity
Quick Wins
- Highlight unique features prominently
- Create proprietary frameworks
- Develop signature methodologies
- Emphasize exclusive offerings
Market Authority Index
Assesses industry leadership signals recognized by AI.
What It Measures
- Industry award recognition
- Media mention quality
- Expert status indicators
- Market leadership signals
Quick Wins
- Showcase awards and recognition
- Publish thought leadership
- Participate in industry events
- Build expert profiles
Competitive Gap Analysis
Identifies where you lag behind top competitors.
What It Measures
- Content coverage gaps
- Technical implementation gaps
- Authority signal deficits
- Feature parity analysis
Quick Wins
- Audit competitor strengths
- Prioritize high-impact gaps
- Fast-follow on proven tactics
- Leapfrog with innovation
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