Figure 1From “What is a product-qualified lead? Product use is not buying intent”
The synthetic PQL qualification worksheet
Product activity becomes a PQL only after the unit, eligibility, threshold, window, exclusion, handoff, and later outcome are named.
Figure 1The synthetic PQL qualification worksheet
| ID | Eligibility and grain | Product evidence in 14 days | Threshold and handoff | Day-30 outcome |
|---|---|---|---|---|
| P-01 | Eligible account; 3 users | 5 reports and 2 invitations | Threshold met; sales accepted | Opportunity created |
| P-02 | Eligible account; 1 user | 5 reports | Threshold met; sales accepted | No opportunity |
| P-03 | Eligible account; 4 users | 2 reports and 4 invitations | Threshold not met; no handoff | No opportunity |
| P-04 | Student plan; 3 users | 11 reports | Excluded plan; no PQL | Excluded |
| P-05 | Eligible account; 2 users | Admin login only | Threshold not met; no handoff | No opportunity |
| P-06 | Eligible account; 3 users | 6 reports on day 19 | Late; outside 14-day window | Opportunity on day 45 |
Swipe or scroll horizontally if the table is wider than your screen.
Source: Author's synthetic PQL worksheet grounded in Sabnis et al. (2013) and Steinhoff et al. (2025). The threshold, rows, handoff states, and outcomes are illustrative, not a benchmark or customer dataset.

Source and evidence
Each line names a claim related to this exhibit, its source, and how it was checked.
- B V09-OWN-C1 A product-qualified lead is an eligible lead or account crossing a declared product-use threshold inside a named windowAuthor framework grounded in SCCL13-C1, SCCL13-C3, SCCL13-C5, and PV1R-C4
- B V09-OWN-C2 A PQL record keeps unit grain, eligibility, product signal, threshold, window, exclusion, handoff, and later outcome visibleAuthor framework
- B V09-OWN-C3 A PQL rate is qualifying eligible units divided by eligible units at entry under the declared windowAuthor formula
Grades: A, verified against the printed page of the primary source · B, primary source, text layer only · C, authoritative secondary · D, reported.
From the essay
Revenue operations & AI
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.
Read the essayThis exhibit belongs to an essay: the numbers live here, the argument lives there.
Cite or embed
Related exhibits

Table 1Table
What does product-qualified lead mean?
What is a product-qualified lead? Product use is not buying intent

Table 2Table
How is a PQL different from an MQL or an opportunity?
What is a product-qualified lead? Product use is not buying intent

Figure 1Figure
The synthetic sales-productivity time allocation
What is sales productivity? Activity is not productive selling time
Contact
Bring the question you're working on.
Research, a guest lecture, or a commercial question.