pql-definition

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SKILL.md

PQL Definition Framework

A PQL (Product-Qualified Lead) is a free trial or freemium user who has demonstrated enough product usage to indicate buying intent. Unlike MQLs (which are based on marketing engagement), PQLs are based on actual product behavior. A user who set up 3 integrations, invited 2 teammates, and ran their first campaign is signaling readiness to buy through actions, not form fills.

The principle: PQL scoring is built from product usage patterns that correlate with conversion. The best PQL criteria come from analyzing what converted customers did in their first 7-14 days of product use, then defining the threshold that separates tire-kickers from future buyers.

PQL vs MQL

Dimension MQL PQL
Signal source Marketing engagement (content, ads, forms) Product usage (features, frequency, depth)
Intent signal Indirect (researching, browsing, downloading) Direct (using the product, experiencing value)
Typical conversion rate 15-25% MQL → Opportunity 25-40% PQL → Opportunity
Data source Marketing automation, CRM, web analytics Product analytics (Segment, Amplitude, Mixpanel, Heap)
Sales approach Discovery: "What problem are you trying to solve?" Value expansion: "I see you've set up X. Want to unlock Y?"
Applicable to All B2B SaaS (inbound marketing model) Only B2B SaaS with free trial or freemium

PQLs convert at 1.5-2x the rate of MQLs because the prospect has already experienced the product. The sales conversation shifts from "why should I care" to "how do I get more of this."

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Jun 6, 2026
pql-definition — pfoy/growth-skills