Do Website Personalization Examples Help—or Just Add Friction?
See why a customer-selector pop-up can fail, how two first-party chooser tests compare, and how to test useful personalization without adding friction.
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Blog · Tag
Personalization
Articles exploring personalization through the lens of behavioral science and experimentation. Practical frameworks for growth leaders who measure in revenue, not vanity metrics.
8 articles
The 1.8-Second Window: How Netflix Built a $270 Billion Business on Your Attention to a Thumbnail
Netflix users spend 1.8 seconds evaluating each thumbnail before moving on. The entire $270B business is built around winning that 1.8-second window.
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How to Build AI-Powered Onboarding Flows That Personalize Automatically
Build AI-powered onboarding flows that personalize automatically for each user. Reduce time-to-value and increase activation with intelligent onboarding.
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Audience Conditions in Optimizely: A Practical Guide to Targeting
A practitioner-level guide to Optimizely audience conditions — AND/OR logic, cookie targeting, dynamic evaluation timing traps, and why your audience is…
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AI-Driven Segmentation Discovery: Finding Audiences You Didn't Know to Look For
Traditional segmentation requires you to hypothesize which user groups matter.
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AI-Powered Experimentation: What Changes and What Stays the Same
AI transforms hypothesis generation, test velocity, and real-time personalization in experimentation programs while the fundamental requirements of…
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The Paradox of Personalization: When Tailored Experiences Feel Creepy Instead of Helpful
The uncanny valley of personalization and the privacy-relevance tradeoff.
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Data Segmentation for A/B Tests: Finding Hidden Winners
Discover how to uncover segment-level insights hidden within overall A/B test results.
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