PQA conversion
Right unit of analysis for multi-seat/enterprise expansion.
- Formula
- Accounts crossing engagement threshold -> paid
- Unit
- %
- Models
- SaaS
| SaaS | 10%–30%EST | Omega Point estimate |
What it is
PQA conversion (Product-Qualified Account conversion) measures the share of accounts that cross a predefined engagement threshold and subsequently convert to a paid plan. Formula: accounts crossing the engagement threshold ÷ all accounts that reached the measurement period, expressed as a percentage.
How to calculate it
Define the engagement threshold — typically a combination of seats active, features used, and sessions within a trailing window (e.g., "≥3 users active, core workflow completed at least twice in 30 days"). Count all accounts that crossed that threshold in the cohort window. Divide by those accounts the number that converted to a paid tier within a defined follow-up period (often 30–90 days). Express as a percentage.
Why it matters
For multi-seat and enterprise B2B SaaS, the account — not the individual user — is the correct unit of commercial analysis. A single power user inside a 200-person company may be highly engaged (PQL-positive) but cannot convert alone; the economic decision requires enough seat-holders to justify a contract. PQA conversion captures whether the product has reached the critical mass within an account that unlocks an expansion or net-new deal. It is the right signal for PLG motions targeting team- or org-level adoption, and it flags accounts that are warm for sales outreach without requiring reps to manually triage.
How to read it
There is no established published benchmark for PQA conversion. Only roughly 17% of SaaS companies report measuring it at all, which means the distribution of outcomes is not well-documented in any credible public dataset.
The closest published analogue is PQL-to-paid conversion, where practitioner-reported medians cluster around 20–30% for well-tuned PLG motions. As an Omega Point estimate — borrowing from the PQL analogy and discounting for the additional friction of account-level threshold vs. individual user threshold — a defensible directional range is 10–30% of PQA-qualified accounts converting within 90 days. The lower end reflects nascent or loosely defined thresholds; the upper end reflects a tightly calibrated threshold that genuinely predicts intent. Label this explicitly as a proxy derived from PQL benchmarks, not a measured PQA figure, when presenting it internally.