100 USERS

Netflix

Measure whether choice becomes a play, not another scroll.

Content discovery. Public-source demonstration with modeled outcomes, not a statement from Netflix.
100demo users5journey events+15%modeled lift
Netflix live journeyContent discovery - session P-025
Victor Alvarez, synthetic testerVictor AlvarezWarehouse manager · Android / Chrome
Playing slowly · 3.6s per step
Scrollable public-site capturenetflix.com/tudum/top10Official public Tudum Top 10
Scroll inside
Netflix Tudum Top 10 public page
Victor Alvarez52 · Warehouse managerUnsure
Global Top 10 introduction

This feels like a real discovery surface because the ranking and measurement window are immediately explicit.

Event 1 · comment pinned to captured content
Captured Jul 12, 2026 · scroll to inspect the full sequenceFull public surface · evidence overlay only
Event 1/5Opens evening profileNext 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
Before61%Successful play
Scrollable public-site capturenetflix.com/tudum/top10Official public Tudum Top 10
Scroll inside
Netflix Tudum Top 10 public page
Captured Jul 12, 2026 · scroll to inspect the full sequenceFull public surface · evidence overlay only

People reopen the same title details because comparison context disappears.

Friction remainsScore 58 · Completed
After two fix rounds70%Successful play · +15%
Scrollable public-site capturenetflix.com/tudum/top10Official public Tudum Top 10
Scroll inside
Netflix Tudum Top 10 public page
Captured Jul 12, 2026 · scroll to inspect the full sequenceFull public surface · evidence overlay only
Fix v2 visible in contextKeep a lightweight shortlist visible while browsing.+15% modeled growth

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

Two review rounds improvedScore 58 → 72 → 81
01Baseline58 · friction visible02Fix v172 · +12% modeled growth03Fix v281 · +15% modeled growth
+23 score points-31% decision delay+18% modeled engagement82/100 matched users improved

Scored evidence

People reopen the same title details because comparison context disappears.

Discovery73
Relevance69
Choice52
Play66

Tested intervention

Keep a lightweight shortlist visible while browsing.

Before fix$18.2k
Awaiting fix$18.2k
Modeled positive correlation
Fix shippedT-104 pricingT-118 checkoutT-127 copyWeek 0
RevenueEngagementBaseline

Seasonal campaign simulator

Test the moment, not only the permanent site.

Campaign condition

25% off selected products

Urgency vs fit confidence

Black Friday25% off selected products