Multiple: Bokksu Subscription Marketplace: Oddit Audit Drives Per Client and 40% Conversion Lift
Hypothesis
UX optimization of Bokksu's subscription marketplace site will improve both conversion rate and per-customer revenue through better product presentation and subscription value communication.
Test Results
Key Learning
Context: Multi-step processes on the multiple can overwhelm users if they can't see how far along they are or how much is left.
What was tested: Subscription box brands can grow per-client revenue through better plan tier presentation and marketplace merchandising. Japanese/specialty food subscription brands have a strong story to tell — UX that tells that story converts better. Improving both CVR (40%) and revenue-per-client (36%) simultaneously suggests systemic UX improvements across the funnel. Marketplace elements within subscription brands are often under-optimized and represent high-upside opportunities
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: bokksu subscription marketplace: oddit audit drives per client and 40% conversion lift 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.
What Was Tested
Bokksu, a Japanese snack subscription and marketplace brand, worked with Oddit for site UX optimization. Post-implementation results showed a 36% jump in revenue per client and 40% increase in conversion rate. The revenue-per-client metric suggests improvements extended beyond just acquisition
Methodology
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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