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Product Experiment Brief Basics

Write a clear experiment brief

This guide explains writing an experiment brief: state hypothesis, primary/guardrail metrics, target audience, variant design, rollout plan, and decision rules before running.

State hypothesis

Describe the expected change and why it should move the metric.

Define metrics

Pick primary success metric and guardrails (e.g., error rate, retention).

Describe variants and audience

Outline control/variant differences and who will see them.

Plan rollout and decisions

Set sample size, duration, stopping rules, and next steps depending on outcomes.

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