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inconclusive+10.0% lift

Product detail page: Universal Standard: Size Inclusivity DTC Purchase Conversion

Hypothesis

Universal Standard's size-inclusive women's clothing brand had a unique value proposition (sizes 00-40) that was not being communicated prominently enough on product pages, leading to missed conversion opportunities from customers unsure whether the brand carried their size.

LayoutProduct PageE-commercefashionDTCsize-inclusivityproduct-pagepurchase-confidence

Test Results

Key Learning

Context: Users on the product detail page need validation from others before committing — without visible proof of success, they hesitate.

What was tested: For size-inclusive brands, making the size range immediately visible in the product page (above the fold, near size selector) reduces the cognitive effort for customers who might otherwise assume the brand doesn't carry their size. Fit-focused social proof (reviews mentioning specific sizes and body types) in the review section increases purchase confidence for new customers shopping inclusive sizing for the first time.

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 detail page: universal standard: size inclusivity dtc purchase conversion 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

GrowthHit tested product page optimisations for Universal Standard, a size-inclusive women's fashion brand. Tests focused on size range communication, fit guide placement, and social proof from diverse body types. The variant prominently featured size inclusivity messaging in the product hierarchy and added enhanced fit guidance in the size selection area.

Methodology

Confidence Level
85%
Lift Range
5.0% to 15.0%

Build On These Learnings

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