Product Qualified Lead (PQL)

PQLs are leads qualified by product usage. Learn definition, criteria examples, and how to operationalize PQL routing.

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Definition

A Product Qualified Lead (PQL) is an account or user that has demonstrated high purchase intent based on product usage signals.

Answer-first summary

Product Qualified Lead (PQL): A Product Qualified Lead (PQL) is an account or user that has demonstrated high purchase intent based on product usage signals.

Formula

PQL Criteria (example)

PQL = (Activation achieved) AND (Key feature used) AND (Team intent signal present)

  • Activation: Reached first value milestone
  • Key feature used: Used a feature correlated with retention/purchase
  • Intent signal: Invited teammates, hit limits, high usage, requested export, etc.

Example PQL rule: created 2 dashboards + invited 1 teammate + connected a data source within 7 days.

How to improve

  • Identify the strongest usage signals correlated with upgrades (historical analysis).
  • Create a scoring model and tiered routing (PQL-A to sales, PQL-B to lifecycle nurture).
  • Reduce time-to-value so more accounts reach PQL state.

Common pitfalls

  • Overfitting a model on small samples.
  • Choosing vanity usage signals that don’t correlate with purchase.

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FAQ

Are PQLs only for PLG?
They’re most common in PLG, but sales-led products can also use product signals to qualify opportunities.
How do I pick PQL thresholds?
Start with simple rules tied to upgrades, validate with data, and iterate as you collect more outcomes.

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