Spotify

Test the upgrade moment before the offer expires.

Subscription upgrade. Public-source demonstration with modeled outcomes, not a statement from Spotify.

Spotify live journeySubscription upgrade - session P-022

Fatima El-SayedPhysiotherapist · iPhone 14 / Safari

Playing slowly · 3.6s per step

Scrollable public-site capturespotify.com/ca-en/premiumOfficial Premium page

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Fatima El-Sayed36 · PhysiotherapistUnsure

Premium offer

“The trial offer is clear. The post-trial price deserves the same visual emphasis.”

Event 1/5Hits skip limitNext action in a few seconds

Before and after product surface

Ship the fix, then run the same task again.

Test 03 two matched reviews after iteration

Before3.9%Premium upgrade

Scrollable public-site capturespotify.com/ca-en/premiumOfficial Premium page

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The annual value is visible, but the relevant listening benefit is not personalized.

After two fix rounds4.7%Premium upgrade · +21%

Scrollable public-site capturespotify.com/ca-en/premiumOfficial Premium page

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Fix v2 visible in contextLead with the benefit tied to the listener's recent interruption.+21% modeled growth

Two matched reviewers found the proof without leaving the decision. Confidence improved after the second revision.

01Baseline58 · friction visible02Fix v172 · +12% modeled growth03Fix v281 · +21% modeled growth

+23 score points-31% decision delay+18% modeled engagement82/100 matched users improved

Scored evidence

Value84

Personal57

Pricing76

Upgrade64

Tested intervention

Before fix$18.2k

Awaiting fix$18.2k

Modeled positive correlation

Fix shippedT-104 pricingT-118 checkoutT-127 copyWeek 0

RevenueEngagementBaseline

Seasonal campaign simulator

Campaign condition

Urgency vs fit confidence