- EXP-03: PDP layout relocation + add-to-cart button redesign -- clear winner with +7.17% RPV, +7.57% CVR, and +12.69% average products per visitor. Implemented site-wide.
- EXP-04: Cart progress bar UI test -- surfaced conflicting CVR vs RPV signals, informing next iteration
- EXP-05: Cart UI iteration -- +38% CVR, +36% revenue per session, +38% products per session on mobile at interim check
- Candle PDP optimization with metafield migration and USP copy updates
- SellEasy app setup for cross-selling and upselling
- Site speed investigation identifying Klaviyo popup as the largest contentful paint bottleneck
Every test followed a clear hypothesis, ran to statistical significance, and informed the next experiment. Winners were implemented immediately. Inconclusive results were iterated on -- not discarded.