Job Segmentation
Segment users by what they are trying to accomplish, not company size.
Find Intent
Cohort Comparison
Compare retention and intensity across the identified job segments.
Spot Mismatch
Power User Audit
Inspect the top 10% of users to reveal the workflow that anchors the moat.
Map the Moat
Uniqueness Check
Cross-check rare features against actual usage in retained segments.
Validate Differentiation
Positioning Update
Translate the behavioral insight into headlines and commercial focus.
Operationalize