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Winner
Medium confidence

Product Debundling with Feature Bullet Lists → +11.2% Subscriptions — Dollar Shave Club

Conversion.com separated Dollar Shave Club's bundled subscription products into individual line items displayed separately, each with a bullet-point inventory highlighting included components. This applied the behavioral economics principle of 'lump costs, fragment rewards' — making the value feel larger by itemizing it.

Hypothesis

Separating bundled products into individual items with feature bullet lists would increase perceived value by making each item's contents visible

Why This Works

Key Learnings

Expected Lift Range

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