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Analysis / Product analytics and activation

Compare feature adoption across account segments

Compare first use and repeat use of a feature across eligible account segments, accounting for access, rollout timing and exposure differences.

A starting point for

Product manager · Product analyst

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Your starting prompt.

Using [feature events] and [account records], calculate adoption of [feature] among eligible accounts during [period]. Compare first use, repeated use and active users per adopting account across [segments]. Show eligible denominators and release exposure, then identify segments with low adoption worth investigating. Do not count accounts that lack access or describe segment differences as evidence of feature quality.

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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

Eligibility and rollout exposure must be measured before segment adoption is compared.

This starting prompt has no published worked example yet. Begin with a small sample and check the calculations before relying on the result.

Before you begin

  • Bring exports you are allowed to upload, or data your Workspace can already query.
  • Choose the reporting period and agree what each record represents.

Work with permitted files or queryable data. Verify the result against the original records.

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Make it your investigation.

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