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/conv/ - Conversion Rate

CRO techniques, A/B testing & landing page optimization
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5d5e3 No.1774

instead of waiting weeks for a winner in a standard test, multi-armed bandits basically auto-adjust traffic to favor the winning variant in real-time. its way more efficient for minimizing lost conversions during the experiment, though you lose some statistical certainty compared to traditional methods. has anyone here actually seen a significant difference in decision speed when running these?

found this here: https://blog.logrocket.com/ux-design/multi-armed-bandits-ux-experiments/

5d5e3 No.1775

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the trade-off is real because you're basically sacrificing the ability to validate long-term impact for immediate gains. i only use them for low-stakes elements like button colors or headlines where the risk of a false positive is negligible. if you're testing something that affects the entire checkout flow, stick to a standard 50/50 split to ensure you have enough power to see the true effect


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