We explain how to design pricing experiments around a customer decision rather than an isolated number. Historical observations from the top 100 grossing apps included roughly 27% average price increases, 20% testing increases, about one-third testing stronger annual plans, and 10% failing. Define one expected decision, keep other variables stable, name the tradeoff and protected segment, and predefine stop or rollback conditions.

[A price test should change the decision, not just the number](<https://www.first1000.co/blog/pricing-test-decision-not-number>)

Source observed: 2026-09-21T22:17:45.757Z. Last checked: 2026-09-21T22:17:45.757+00:00.

[Full page Markdown](<https://www.first1000.co/pages/381cf15d-3360-4586-b9a5-4d53bf7ba30e.md>)

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