Traditional SEO metrics were built for links and clicks. AI search works differently.
AI systems:
● don’t show rankings
● don’t guarantee clicks
● don’t follow linear funnels
AI systems:
● don’t show rankings
● don’t guarantee clicks
● don’t follow linear funnels
What matters now is:
● whether AI mentions you
● how AI interprets you
● whether AI recommends you
This requires a new measurement model.
● whether AI mentions you
● how AI interprets you
● whether AI recommends you
This requires a new measurement model.
Rankings don’t explain AI decisions
WHY MEASUREMENT CHANGED
1. Authority Signals
We track signals that indicate trust and credibility:
● Brand and entity consistency
● Mentions across trusted sources
● PR and publication signals
● Founder and leadership authority
“Why should AI trust you?”
● Brand and entity consistency
● Mentions across trusted sources
● PR and publication signals
● Founder and leadership authority
“Why should AI trust you?”
2. AI Visibility
We measure how often and how accurately your brand appears in AI-generated answers:
● AI mentions & citations
● Presence across answer engines
● Accuracy of brand interpretation
● Share of voice vs competitors
“Does AI recognize and use your brand?”
● AI mentions & citations
● Presence across answer engines
● Accuracy of brand interpretation
● Share of voice vs competitors
“Does AI recognize and use your brand?”
3. Demand & Deal Signals
Visibility only matters if it drives business.
We monitor:
● inbound demand influenced by AI
● quality of leads
● sales conversations referencing AI
● market-level traction
This layer connects AI visibility to deal flow.
We monitor:
● inbound demand influenced by AI
● quality of leads
● sales conversations referencing AI
● market-level traction
This layer connects AI visibility to deal flow.
WHAT WE MEASURE
Multi-layer monitoring
We combine:
HOW WE MEASURE
prompt-based analysis
market-specific queries
competitor benchmarking
historical comparison
This allows us to see patterns, not snapshots
Measurement covers:
multiple markets
multiple languages
multiple AI platforms
No dashboards for the sake of dashboards.
Only insights that drive decisions.
Only insights that drive decisions.
Each report shows:
Our reports are built for founders and operators
REPORTING YOU CAN ACT ON
what improved
what stalled
what to scale next
what AI started trusting
● specific rankings
● guaranteed AI answers
● instant virality
AI systems are probabilistic
● guaranteed AI answers
● instant virality
AI systems are probabilistic
● transparent methodology
● measurable progress
● consistent authority building
● measurable progress
● consistent authority building
What we do promise:
We don’t promise:
WHAT WE DON’T PROMISE
This is how authority compounds
Reduce guesswork
Scale with confidence
Replicate results across markets
Double down on what AI already trusts
Measurement allows us to:
HOW MEASUREMENT SUPPORTS SCALE