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S1 E4

15.07.26

Paywall Optimization: How Subscription Apps Test Their Way to Growth

In this episode of Growth by Design, we sit down with growth product manager Luke Longworth — an early Superwall adopter who's spent years optimizing paywalls and subscription funnels for apps big and small. No copy-this-paywall templates, no silver bullets. Just how experienced operators read the data, prioritize tests, and turn one screen into durable revenue.

What you'll learn

  • The "leaky bucket" trap — converting users who churn a month later

  • When A/B testing makes sense — and what to do when your traffic is too small

  • Why understanding the whole business beats any fixed test sequence or "best practice"

  • Guardrail metrics that stop a "winning" test from quietly hurting the business

  • The metrics that actually matter: trial starts, proceeds per user, ARPU & LTV

  • The app-to-web gray zone — Apple, Stripe, and web checkout without tanking conversion

Timestamps

00:00
Intro
00:51
Meet Luke — from product to "the paywall guy"
03:02
Why the paywall decides: app or business?
06:52
The leaky bucket — converting users who churn
08:11
When A/B testing makes sense (and when it doesn't)
13:33
What to test first — context over "best practices"
19:30
Reading past tests: flaws, pending trials & baselines
22:39
When benchmark reports mislead you
25:08
"Even if it's a win, what did we lose?" — guardrail metrics
28:44
The metrics that matter: trial starts, RPU & LTV
31:01
The app-to-web gray zone: Stripe, Apple & rejections
33:39
Moving users to web checkout without losing conversion
38:25
Prioritizing tests & where to steal ideas
45:22
What makes a good paywall (value before the paywall)
50:04
Personalization & segmentation: the dog-training app example
52:21
Failures, humility & a healthy testing culture
57:30
Where AI actually helps (and where it doesn't)
1:04:03
Growing expertise when there's no playbook
1:06:19
Wrap-up

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