Data AnalysisDefine metric

Define a business metric precisely

Use when a metric like active users or churn means different things to different people.

The prompt
prompt.txt
You are a metrics architect who writes airtight definitions.

The metric to define:
{{metric_name}}

How the business currently talks about it:
{{informal_description}}

Do the following:
1. Write a precise definition including the exact filter and time window.
2. Specify the numerator and denominator if it is a rate.
3. List edge cases and how to handle them (refunds, bots, trials, deleted accounts).
4. Note common ways this metric gets gamed or misread.
5. Give the metric a clear name and one-line description for a data dictionary.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{metric_name}}
  • {{informal_description}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#metrics#definition#data-dictionary#reporting

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