The mobile product customizer was reworked, with text input moved to the first step and a more visible add-to-cart button. See how mobile and desktop responded.
Input-First Mobile Product Customizer Shows a 3.0% Conversion Rate Lift


If we reorder the mobile customizer, show placeholder text in the preview and make the add-to-cart button more prominent, then conversion rate will increase because the flow is clearer and the call to action is easier to reach.
What We Changed
- Moved the text input to the first step of the mobile customizer.
- Showed placeholder text in the preview before shoppers typed anything.
- Moved the add-to-cart button above the bulk code badge, next to the quantity selector.
The Results
How the new version compared with the original, across all devices.
Conversion rate
Revenue per visitor
Average order value
Key Learnings
- Conversion rate rose 3.0% and revenue per visitor 21.7%, with a 62.0% probability that the variant beats the original.
- Mobile, the target of the change, did better: conversion rate rose 16.0% on mobile.
- On desktop, conversion rate fell 50.5%, but only 526 desktop visitors took part.
- With 6,711 visitors in total, this is a signal worth retesting, not proof.
Detailed results breakdown
Conversion rate
+3.0%
Revenue per visitor
+21.7%
Average order value
+18.2%
Orders
+4.0%
Start with 3 experiments.
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Who qualifies?
30,000+ Monthly sessions.
Minimum traffic needed to run statistically significant tests.
Running on Shopify or Shopify Plus.
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Investing in paid traffic.
We work with stores committed to growth, not hobbyists.
Ready to invest in systematic CRO.
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Why free?
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Our bet
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