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Hypothesis


IF we display color swatches on the PLP (Product Listing Page)

THEN the ARPU increases

BECAUSE the product range becomes more organized, and the user can find their desired variant more quickly


Outcomes and Implications

Psychological Mechanism Visual Clarity / Choice Simplification
Predicted Winrate 19.05% 🔼
Strategic Implication Add color swatches on PLP to improve clarity and ease of selection.