methodatlas
Marketing

Growth Experiment

Turns hypotheses, target audience, channels, and measurement into a tangible result through defining the hypothesis, choosing audience and channel, and documenting learning.

Core question
What is the smallest intervention at the bottleneck that produces an interpretable learning result for the hypothesis within one week?
MediumWorkshop + async1-2 Wochen
Purpose

The method helps clarify hypotheses, target audiences, channels, and measurement concretely. It connects audience, channel, hypothesis, and measurement signal. The outcome is captured as an experiment card, result summary, and next bet.

How it works

The team follows the steps: define the hypothesis, choose audience and channel, set success criteria, run the experiment, and document learning. Each step is captured visibly. At the end, an experiment card, result summary, and next bet are available so decisions, tests, or actions can follow directly.

Visual orientation

Method sketch for a quick mental model.

Growth Experiment · Hypothesis to Learn/ShipPlan and evaluate a growth hypothesis as measurable test, then translate it into learning or rollout
Growth ExperimentThe visual shows the pipeline from hypothesis through test design and run time to evaluation and decision.Treat growth as a testable experimentEvery idea is formulated as a hypothesis, measured, and then consciously learned from or rolled out.make concretestartmeasuredecidenew hypothesisHypothesisIf we change X, activationrisesTest designdefine variant, segment,and metricRun timecheck traffic, duration,and guardrailsEvaluationeffect, uncertainty, andside effectLearn / Shipdiscard, iterate, or roll out

Flow

  1. 1Define hypothesis
  2. 2Choose audience and channel
  3. 3Set success criteria
  4. 4Run experiment
  5. 5Document learning

The runsheet guides execution with 5 phases, timeboxes, 5 pitfalls, and clear stop criteria.

Open runsheet

Ideal for

  • Growth backlogs
  • Campaign tests
  • Activation ideas

Not good for

  • Unmeasurable initiatives
  • Brand work without learning goals

Deep dive

In detail

Growth experiment follows a clear working logic: define the hypothesis, choose audience and channel, set success criteria, run the experiment, and document learning. This turns the method into a visible thinking process rather than only a conversation. Participants move step by step from raw material, observations, or options toward a shared structure. The result is an experiment card, result summary, and next bet that makes decisions, learning, or further planning actionable.

Facilitation

Prepare a clear focus question, the right information, and a visible workspace. Plan about 1-2 weeks with 1-6 people and use the format in a workshop or asynchronously. The method needs structure and preparation; short timeboxes, visible intermediate results, and a parking lot for open questions help.

Output artifacts
Experiment cardResult summaryNext bet
Tags
Artifact templates
Experiment PlanShort plan for hypothesis, test design, success criteria, and decision.
markdown

experiment-plan-markdown.md

Short plan for hypothesis, test design, success criteria, and decision.

Experiment Plan

Hypothesis

We believe that ...

Target audience

Who are we testing for?

Test design

What exactly will participants or users do?

Success criterion

We count the test as positive if ...

Risks and limits

What can the test not prove?

Decision afterward

If positive: ... If negative: ...

Owner and date

...

When to choose differently

Short decision aid for existing alternatives.

Assumption Mapping

Statt Growth Experiment, wenn ihr Annahmen sichtbar priorisieren wollt, bevor ihr mit Lösungen startet.

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