Can I test single vs tiered discount structures?

Question

I'm looking to optimize my e-commerce store's discount strategy and want to understand how different discount structures might impact my conversion rates and overall revenue. Specifically, I'm curious about comparing single flat-rate discounts versus tiered discount models that offer increasing percentage offs based on order value. I need practical insights into how these approaches differ, their potential impact on customer behavior, and methods for effectively testing and implementing these strategies without risking significant revenue loss.

Muhammed Tüfekyapan · Accepted Answer

Testing Single vs. Tiered Discount Structures

The choice between a flat discount and a tiered structure affects both conversion behavior and margin outcomes. Testing both gives you data to make this decision with confidence for your specific audience.

Test Setup

Variant	Structure	Measure
Control: Single discount	15% off all qualifying carts	Baseline AOV, redemption rate
Test: Tiered discount	10% at $50, 15% at $100, 20% at $150	AOV lift, revenue per session

What to look for: If the tiered structure increases AOV without significantly reducing redemption rate, it wins - you are giving a lower average discount while generating higher revenue per transaction. If tiered complexity reduces redemption rate, simplicity wins.

Can I test single vs tiered discount structures?

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Testing Single vs. Tiered Discount Structures

Test Setup

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