Measure Feature Adoption in Amplitude
Count meaningful feature success among people who can actually use it, then inspect repeat use. Adoption needs an eligible denominator; total events can be dominated by a small set of heavy users.
Before you start: Have a success event, rollout context and stable identities. Identify roles or plans that cannot access the feature.
Worked example: A new export format is offered only to workspace owners. Count successful exports among eligible owners, not among every invited teammate in the product.
Step-by-step guide
Define opportunity
Write which people or accounts could use the feature during the period. Record rollout and permission changes.
Validate successful use
Distinguish feature shown, attempted and completed. Test failures so they do not count as value.
Measure unique reach
Build the relevant analysis with the intended counting unit. Show eligible users and successful adopters separately.
Inspect repeat behavior
Check whether people return to the successful action over a realistic interval. A first trial is not automatically a durable workflow.
Segment carefully
Compare a few meaningful groups with equal observation time. State small samples and avoid ranking many unstable segments.
Choose a follow-up
Combine reach, success and repeat evidence. Investigate a specific barrier rather than assuming low total volume means a poor feature.
Common mistakes
All accounts eligible
Permission and rollout constraints affect opportunity.
Clicks equal success
Validate the completion event.
Events equal people
A heavy user can dominate volume.
Tips
Keep rollout changes in the review notes.
Use a clear success contract.
Inspect non-adopters who had real opportunity.
Sources and verification
Based on product documentation checked on 2026-10-24. This is a documentation-based guide, not a hands-on benchmark. Features and availability can change.