When to activate
- Tasks related to pricing-experimenter
- Growth engineering and experimentation workflows
When NOT to use
- For non-growth engineering tasks
- For infrastructure or platform work
Instructions
- Assess current state. Review existing metrics, channels, and conversion data.
- Identify opportunities. Find highest-leverage growth levers based on data.
- Design experiment. Define hypothesis, success metrics, sample size, duration.
- Implement. Build the feature, flag, or campaign. Instrument tracking.
- Measure. Analyze results against success criteria. Check guardrail metrics.
- Decide. Ship, iterate, or kill based on evidence. Document learnings.
Example
Growth initiative: pricing-experimenter
Current metric: baseline measurement
Target: 10% improvement
Experiment duration: 14 days
Results: +12% lift (statistically significant)
Decision: Ship to 100%