15 business prompts
Growth experimentation and pricing
Compare growth ideas and pricing scenarios.
A question to explore
Which growth experiment or price change is worth investigating?
A practical way to begin
Start with a question you can check.
State the hypothesis, baseline, unit economics and decision rule. Compare total contribution and uncertainty, and separate modeled scenarios from measured experimental results.
The collection
Find your next question.
Analysis, interactive Apps and repeatable Actions. Choose the outcome first.
Growth experimentation and pricing
- Design a sales follow-up cadence testAccount-level test specificationAnalysis
- Compare subscription pricing scenariosInteractive pricing scenario AppApp
- Plan a landing page conversion experimentLanding page test briefAnalysis
- Estimate conversion experiment sample sizeInspectable sample-size calculationAnalysis
- Check experiment assignment balanceAssignment integrity and balance reportAnalysis
- Analyze a sales experiment by assignmentAssignment-based outcome ModelAnalysis
- Investigate novelty effects in an experimentTime-since-exposure comparisonAnalysis
- Design a retention campaign holdoutAccount holdout and service-boundary specificationAnalysis
- Compare discounts at equal total contributionDiscount total-contribution and volume sensitivity tableAnalysis
- Review observed price and conversion patternsHistorical price-cohort comparisonAnalysis
- Check guardrails in a growth experimentGrowth experiment guardrail review AppApp
- Review an inconclusive growth experimentInconclusive-result interpretation noteAnalysis
- Compare growth rollout options and costsRollout option and opportunity-cost scenariosAnalysis
- Build a business experiment decision logBusiness experiment review and decision AppApp
- Audit experiment contamination and exclusionsContamination and exclusion integrity reportAnalysis
From a question to useful work
Start with the data.
Build from what you find.
Choose a prompt, bring permitted inputs, and review the result. A useful analysis can become an App for your next review or an Action with configured repeat execution.