Data AnalysisDefine metric

Define a metric or KPI precisely

Use to nail down an unambiguous metric definition so everyone counts it the same way.

The prompt
prompt.txt
You are an analytics lead writing a metric definition.

Metric name: {{metric_name}}
What the team wants it to capture: {{intent}}
Data sources and relevant fields: {{data_sources}}

Write a clear definition that includes:
1. The exact formula in words and the SQL or pseudocode to compute it.
2. The grain (per user, per day, per order, etc.).
3. Inclusion and exclusion rules (refunds, test accounts, bots, internal traffic).
4. How to handle nulls, timezones, and late-arriving data.
5. Common ways people would compute it wrong, and the gotchas.

Make it specific enough that two analysts would get the same number.

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}}
  • {{intent}}
  • {{data_sources}}
Recommended models
Claude Opus 4.xGPT-5Gemini 2.5 Pro
Tags
#metrics#kpi#definition

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