Zalando
increased by 40% — basket sizes
Independently reportedRetail & e-commerce · Personalization · Classical ML · In production
Personalization
Paula’s Choice Taiwan · Revieve
Vendor-reportedRetail & e-commerceTaiwanIn productionEnterpriseComputer visionLive 2024
Vendor-reported. The customer is named and the numbers are quoted from the source page, but the account comes from the vendor. No independent confirmation.
Reported by revieve.com (vendor self-report). Checked against the source page on 2026-09-06. 7 of 7 figures below appear on that page word for word.
The problem
Differentiating in a saturated derma beauty market and providing personalized, evidence-based skincare insights to digitally fluent and ingredient-conscious consumers.
What was deployed
- Vendor
- Revieve
- Products
- Skin Analyzer tool, Exfoliant Analyzer
- Technique
- Computer vision
- Build or buy
- Bought off the shelf
- Deployment
- SaaS
- Data used
- rich consumer data, zero- and first-party data
- Scale
- scalable
What changed
Each row is quoted from the source. Figures we could not find on the page in those words are marked — they are kept, not deleted, so you can judge them.
104%achievement on new conversion targetSep–Nov 2024
“+104% achievement on new conversion target”
Quoted word for word from the source
20.2%retention ratefrom benchmarks
“20.2% retention rate, surpassing benchmarks”
Quoted word for word from the source
Over 1 in 13visitors adding a product to their cart through the experience
“Over 1 in 13 visitors added a product to their cart through the experience”
Quoted word for word from the source
Over 7,000 usersusers completed the experiencefrom nearly 11,000 viewers
“Over 7,000 users completed the experience out of nearly 11,000 viewers”
Quoted word for word from the source
187%Conversion achievement of targetfrom targetwithin the first three months (of 2025)
“Conversion continued its upward trajectory in early 2025, reaching 187% of the target within the first three months”
Quoted word for word from the source
over 50.9Kuser engagementsFrom August to December 2024, in Q4 alone
“From August to December 2024, the Skin Analyzer campaign drove over 50.9K user engagements in Q4 alone”
Quoted word for word from the source
79%users completing the full analysisfrom industry benchmarks (71%)
“79% of users completing the full analysis—well above industry benchmarks (71%)”
Quoted word for word from the source
Sources
- revieve.com — vendor self-report
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