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inconclusive+20.0% lift

Product-page: Crossnet Sports: Oddit UX Audit Drives 20% Increase in Add-to-Cart Rate

Hypothesis

Expert UX audit of Crossnet's product pages and site will identify friction points preventing visitors from adding products to cart, resulting in significant ATC rate improvement.

LayoutProduct PageE-commerceecommercesportsproduct-pageadd-to-cartux-audit

Test Results

Key Learning

Context: Friction during the product-page process causes users to abandon right when they're closest to converting.

What was tested: Unique or novel products require more explanation on product pages — better 'how it works' content drives ATC. Social proof and gameplay/use-case content are critical for sports equipment purchase decisions. 20% ATC improvement translates directly to revenue assuming checkout completion rates hold constant. Sports equipment brands benefit from aspirational lifestyle imagery and clear 'who is this for' messaging

Result: No statistically significant difference was detected. This null result is still valuable — it narrows the search space and helps calibrate your minimum detectable effect for future tests.

How to Apply This to Your Site

This experiment tested product-page: crossnet sports: oddit ux audit drives 20% increase in add-to-cart rate but produced no statistically significant change. The test was run on a product page page in the e-commerce industry. Inconclusive results suggest this particular change may not be a priority — focus testing effort on higher-impact areas.

Before you test: Consider that layout tests typically require adequate traffic to reach statistical significance. Run your test for at least 2 full business cycles to account for weekly traffic patterns.

What Was Tested

Crossnet, a sports equipment brand (four-way volleyball game), worked with Oddit for a UX audit. Post-implementation, add-to-cart rates increased 20%. Crossnet's product is unique (four-way volleyball net) requiring education

Methodology

Confidence Level
85%
Lift Range
15.0% to 25.0%

Build On These Learnings

Save your own experiments, spot winning patterns across your test history, and stop repeating what's already been tried.

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