Analysis / Product analytics and activation

Review adoption after a feature launch

Compare feature adoption and core activity around a launch, with equal time windows, eligible exposure counts and stated selection limitations.

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Your starting prompt.

Use [rollout log] and [product events] to review adoption of [new feature] after launch. Calculate eligible exposure, first use, repeat use and core activity for equal prelaunch and postlaunch windows by account segment. Compare exposed and unexposed groups descriptively, stating any differences in selection or timing. Create an evidence brief with unresolved measurement questions, without attributing changes to the launch unless the study design supports it.

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Method and review

Keep the assumptions visible.

Agree on event definitions, identity rules and cohort windows. Check instrumentation coverage before comparing activation, retention or engagement.

For this task, check

Rollouts targeted to selected accounts make simple exposed versus unexposed comparisons biased.

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