Product Usage

AI-powered insights to drive product decisions and user growth

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Feature Adoption Rate

71.3%

Users actively using 3+ core features

4.1% vs last period

Revenue Concentration Among Product Usage

8.5%

of 3+ core features

→

21.7%

of revenue

Product adoption drive disproportionate value

Time to Feature Adoption

16.7 days

User initiates key feature usage (2+)

9.8% vs last period

Top AI Recommendations

Highest priority actions requiring attention

3 urgent

criticalretention

Impact:156 users

Effect:+60-70% retention

criticalretention

Impact:89 users

Effect:+34-46% retention

highfeature-adoption

Impact:1,247 users

Effect:+18-22% adoption

Feature Adoption vs User Retention

Adoption rate and retention correlation for each feature

Feature Insights

Click column headers to sort. Click View Data to see supporting evidence.

Priority	Insight	Metric
high	Team Collaboration drives Enterprise retention Enterprise accounts using Team Collaboration have 2.1x higher retention rate (89% vs 42%) and 57% higher ARPU. This feature is a critical expansion lever. Prioritize Team Collaboration activation in Enterprise onboarding	+89% retention for adopters
high	API Access creates sticky integration lock-in Users with API integrations show 96% retention rate and highest LTV ($18,200). Once integrated, switching costs become prohibitive. Expand API Access availability to Starter tier as paid add-on	96% retention, $18.2K LTV
medium	Mobile App adoption gap in Professional tier Only 38% of Professional tier uses Mobile App despite 65% stating mobile access as "important" in surveys. Discoverability issue or quality concerns. Investigate mobile app barriers and launch awareness campaign	38% adoption vs 65% stated importance
low	White Label shows low adoption but high satisfaction White Label has only 23% adoption but 9.2/10 satisfaction score among users. Niche feature for specific use cases. Consider premium pricing or higher tier bundling	23% adoption, 9.2/10 satisfaction