Dark Pattern A/B Testing
A/B Testing
Welcome to our internal experiment hub. This platform is dedicated to understanding how dark patterns—design elements that manipulate or mislead users—affect consumer decision-making.
What Are Dark Patterns?
Dark patterns are deceptive design practices that exploit cognitive biases to influence user behavior. Examples include:
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Hidden fees: Adding unexpected charges at checkout.
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Tricky opt-outs: Making it difficult for users to unsubscribe or opt-out.
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False urgency: Creating unnecessary pressure with countdown timers or limited-time offers.
Self-Preferencing via Search Ranking
This test examines how search ranking manipulation—prioritizing certain results over others—can influence user choices. Participants are presented with a search interface where options promoted by the platform consistently rank higher, regardless of relevance. The goal is to understand how this tactic impacts consumer trust and decision-making.
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