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pql-framework 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.