Customer support

Perry Ellis · Yotpo

Independently reportedRetail & e-commerceScaledEnterpriseNLP

Independently reported. An independent or peer-reviewed source reports this result, alongside the vendor.

Reported by ai-best-practices.com (independent reporting). Checked against the source page on 2026-09-06. 3 of 3 figures below appear on that page word for word.

The problem

Shoppers face long, unstructured review sections that slow purchase decisions on questions like fit, comfort, and quality.

What was deployed

Vendor
Yotpo
Products
Yotpo's AI Review Summary
Technique
NLP
Build or buy
Bought off the shelf
Deployment
SaaS
Data used
verified-purchase reviews
Scale
brand-wide across DTC sites

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.

1.4%conversion ratefrom 1.1%within two weeks

Perry Ellis recorded a 25% increase in conversion rate (1.1%→1.4%)

Quoted word for word from the source

revenue per sessionwithin two weeks

and a 12% increase in revenue per session

Quoted word for word from the source

average order value (AOV)within two weeks

despite a 13% lower AOV

Quoted word for word from the source

Difficulties and limits

Sources

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