“This feels like a real discovery surface because the ranking and measurement window are immediately explicit.”
Netflix
Measure whether choice becomes a play, not another scroll.
Content discovery. Public-source demonstration with modeled outcomes, not a statement from Netflix.
Victor AlvarezWarehouse manager · Android / ChromePlaying slowly · 3.6s per step
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Victor Alvarez52 · Warehouse managerUnsure Global Top 10 introduction

Before and after product surface
Ship the fix, then run the same task again.
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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.
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 correlationFix shippedT-104 pricingT-118 checkoutT-127 copyWeek 0
RevenueEngagementBaseline
Seasonal campaign simulator
Test the moment, not only the permanent site.
25% off selected products
Urgency vs fit confidence
People reopen the same title details because comparison context disappears.