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inconclusive+35.0% lift

Product detail page: Dr. Squatch: Product Page Optimisation for DTC Soap Brand

Hypothesis

Dr. Squatch's product detail pages were not effectively communicating brand differentiation and ingredients story to new visitors, causing low add-to-cart rates. Optimising page layout, social proof placement, and ingredient information hierarchy would increase purchase intent.

LayoutProduct PageE-commerceproduct-pageDTCecommerceShopifysocial-proof

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 DTC brands with a strong brand story (natural ingredients, mission-driven), leading with that story in the product page hierarchy outperforms leading with product specs. Social proof (reviews) positioned immediately below the fold rather than at the bottom of the page significantly increases add-to-cart rate. Bundle and subscription offers placed within the product selection area (not below the fold) capture higher-intent customers.

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: dr. squatch: product page optimisation for dtc soap brand 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.

This result reached 95% statistical confidence, meaning there is a very low probability the observed effect was due to chance. Results at this confidence level are generally considered reliable for making business decisions.

What Was Tested

SplitBase ran a systematic optimisation programme on Dr. Squatch's product pages. Tests focused on natural ingredient storytelling, photo sequencing, review placement, and bundle offer positioning. Multiple iterations were run across the product detail page template to identify the highest-converting layout and copy combinations for their natural men's grooming product line.

Methodology

Confidence Level
95%
Lift Range
20.0% to 50.0%

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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