SaaS Use Cases/Product AnalyticsProduct Manager

Which user roles (admin, analyst, developer) use AI copilot features most frequently, and which roles have adoption below 10%?

Segments AI copilot adoption by user role to identify where additional training or feature refinement is needed.

Metrics & KPIs

Adoption rate by roleusage frequency by rolefeature preference by role

Required Data

AI copilot eventsuser rolesusage frequencyuser counts

Data Sources

Product Analytics

Works with tools like

MixpanelAmplitudeHeapPendoPostHog

How Bruin answers this

Bruin

Bruin AI Data Analyst

Which user roles (admin, analyst, developer) use AI copilot features most frequently, and which roles have adoption below 10%?

Bruin connects to your Product Analytics and runs the analysis automatically.

It tracks Adoption rate by role, usage frequency by role, feature preference by role and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

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