Fact 152
Owen certified the completed four-cohort Q4 Pricing Path Clarity Test read.
Source evidence (1)
003470Nov 19, 2025 / 09:18 UTC-06:00
Owen has certified the completed four-cohort Q4 Pricing Path Clarity Test read. Across 3,286 organic pricing-page sessions, there were 1,639 control and 1,647 treatment sessions. Among Helio Start eligibility-flow starts, 38 of 344 control starts (11.0%) versus 25 of 352 treatment starts (7.1%) routed out for an existing unsupported condition, a 35.7% relative reduction. Eligible-workspace admission completion was 43.8% in control and 44.1% in treatment, and account-level support time at the 90th percentile was 71 minutes in control and 74 minutes in treatment. The direction held in all three weekly cohorts and the November 10–16 stabilization cohort, with no unrelated pricing-page layout or UI change. This clears the predeclared path-quality threshold and both guardrails. Update the existing “Q4 Pricing Path Clarity Test — design brief” with the certified denominators, result, guardrails, attribution check, and my recommendation to adopt treatment for organic traffic while leaving every admission and acquisition boundary unchanged. Make clear that this supports fewer unsupported self-serve starts and a pricing-page rollout decision—not paid-acquisition economics, pipeline impact, forecast credit, revenue lift, or a change to Helio Start eligibility—and that treatment remains non-default pending Priya’s November 25 decision.
Message 003470 in history