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Zhongwei Li
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---
name: elasticity-lab
description: Use to run pricing elasticity experiments with consistent assumptions
and guardrails.
---
# Elasticity Lab Skill
## When to Use
- Modeling price increases/decreases across segments.
- Evaluating new pricing metrics (consumption, seats, feature gates).
- Stress testing monetization experiments before council reviews.
## Framework
1. **Data Inputs** define baseline metrics (ASP, win rate, churn, attach rate) with data sources.
2. **Elasticity Curves** map expected response bands (conservative/moderate/aggressive).
3. **Scenario Builder** plug in price/metric changes and auto-calc ARR, margin, churn impact.
4. **Risk Flags** highlight cohorts sensitive to change (industry, tenure, product mix).
5. **Experiment Plan** propose pilot cohorts, measurement windows, and success criteria.
## Templates
- Elasticity workbook (inputs, assumptions, scenarios, summary).
- Pilot plan checklist with KPI thresholds.
- Risk matrix by cohort.
## Tips
- Keep historical data windows consistent to avoid noisy comparisons.
- Document assumptions + version history for auditability.
- Pair with `pricing-governance` to log council approvals.
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