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inconclusive+40.0% lift

Multiple: Full-Site CRO Program with BFCM Acceleration for Home Decor Retailer

Hypothesis

Z Gallerie's mobile conversion rates (30% of desktop rates) represent a major revenue gap that can be closed through systematic mobile-first experimentation during a platform migration period, delivering rapid ROI before the BFCM season.

LayoutLanding PageE-commercehome-decorbfcmplatform-migrationroi

Test Results

Key Learning

Context: Mobile users experience the multiple differently — smaller screens, touch targets, and limited attention require purpose-built design.

What was tested: Platform migration periods are high-opportunity for CRO because front-end improvements can be made without waiting for backend replatforming. Mobile-desktop CVR gap (desktop 3x better) indicates mobile UX problems, not traffic quality problems. Pre-BFCM CRO investment has multiplied ROI because improvements hit during the highest-volume traffic period of the year. 66% test success rate (above industry average of ~20-30%) indicates a strong research-driven hypothesis generation process

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 multiple: full-site cro program with bfcm acceleration for home decor retailer but produced no statistically significant change. The test was run on a landing 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

Z Gallerie, a home furnishing retailer, was mid-platform-migration and needed CRO gains without development resources. Invesp achieved a 66% experiment success rate, delivered 55% overall CVR uplift within 8 months, and boosted BFCM revenue 17% above projections. The 4x first-week ROI was the highest the VP of Marketing reported ever seeing.

Methodology

Confidence Level
95%
Lift Range
20.0% to 60.0%

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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