Table Table 3 Revenue operations & AI 6 September 2026

How is a PQL different from an MQL or an opportunity?

Object	Entry condition	What it can say	What it cannot say alone
Activation	Declared first-value event	The unit reached an early value milestone	The unit wants to buy
PQL	Product threshold crossed	A product signal met a qualification rule	Intent, budget, authority, or revenue
MQL	Marketing rule crossed	A marketing-defined signal met a rule	Product value or sales acceptance
Opportunity	Opportunity record created	A commercial process entered a declared pipeline	Win, revenue, or causal value of the prior signal

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Source: Table from this essay. Sources and interpretation are given in the article.

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What is a product-qualified lead? Product use is not buying intent

A product-qualified lead crosses a declared product-use threshold in a named window. Preserve grain, event, exclusions, handoff, and later outcome.

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Isoglu, S. (2026). How is a PQL different from an MQL or an opportunity? [Table]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-what-is-a-product-qualified-lead-fig03/

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@misc{isoglu-2026-what-is-a-product-qualified-lead-fig03,
  author = {Isoglu, Sinan},
  title = {{How is a PQL different from an MQL or an opportunity?}},
  year = {2026},
  howpublished = {Table 3, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-what-is-a-product-qualified-lead-fig03/},
  note = {From the essay {What is a product-qualified lead? Product use is not buying intent}}
}

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