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Hypothesis


IF we enhance the selection process for product variations,

THEN ARPU (Average Revenue Per User) will increase

BECAUSE the perceived product quality will rise, and the selection process will justify the price.


Outcomes and Implications

Psychological Mechanism Perceived Value / Choice Clarity
Predicted Winrate 33.33% 🔼
Strategic Implication Streamline and visually enhance product variation selection to justify premium pricing and increase average revenue.