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Zhongwei Li
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---
name: pql-framework
description: Methodology for defining product-qualified lead (PQL) signals, scoring,
and routing.
---
# PQL Framework Skill
## When to Use
- Standing up or recalibrating PQL/PQA programs.
- Aligning product, growth, and sales on what constitutes a high-intent product user.
- Auditing the health of existing PQL scoring + routing logic.
## Framework
1. **Signal Library** catalog feature usage, plan limits, collaboration signals, intent, firmographics.
2. **Scoring Model** weight signals, set decay rules, and define negative indicators.
3. **Tiering** map PQL tiers (A/B/C) to follow-up motions and SLAs.
4. **Routing Rules** specify owners, cues, channels (CRM tasks, Slack alerts, CS queue).
5. **Measurement Loop** track conversion, ARR impact, and feedback for model tuning.
## Templates
- Signal inventory worksheet with data source + freshness.
- Scoring matrix with weights, thresholds, and decay logic.
- Routing decision tree linking tiers to plays.
## Tips
- Start with simple tiering, iterate once telemetry + feedback improve.
- Include “disqualifier” signals (expired trials, churn risk) to avoid noise.
- Pair with `operationalize-pql-routing` to push models into automation.
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