Analysis / Product analytics and activation

Find product usage concentrated in a few accounts

Calculate account shares of meaningful product activity, compare usage concentration by segment, and separate known automated or internal events.

Bring this question into Chat

Your starting prompt.

From [usage data], calculate each account share of meaningful activity during [period], then summarize top account concentration and the distribution across [segments]. Repeat the calculation with known internal and automated activity excluded. Show whether broad adoption or a few intensive accounts explain aggregate growth. Produce concentration measures and a segment review, using clear activity units and avoiding assumptions that event volume equals customer value.

Copy this starting point, then replace the placeholders with your own inputs.

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

High event volume can represent automation, inefficient workflows or measurement noise.

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.

Take the next step

Make it your investigation.

Copy the prompt above, create or open your Workspace, and paste it into Chat. Add the inputs you have permission to use and adapt the assumptions with your agent.

Start exploring

Your prompt is carried by copy and paste. Signing up does not submit it or start this work automatically.

Or start with your own agent

The setup prompt includes this public task. Your agent will help you connect when needed and use the access you approve.

Choose Claude, Codex, or Cursor—or copy the prompt to use anywhere.

All product analytics and activation prompts