How Paula’s Choice achieved 6x ROI and boosted brand reputation

技术

分析与建模 - 预测分析

适用行业

消费品
零售

适用功能

销售与市场营销
商业运营

用例

欺诈识别
质量预测分析

服务

数据科学服务
系统集成

挑战

Paula’s Choice, a multinational skincare company, was facing persistent fraud patterns on their platform, resulting in an influx of chargebacks. Fraudsters were ordering products in bulk at a discount and then shipping them to other countries to resell through eBay or Amazon for profit. To combat this, Paula’s Choice initially kept a spreadsheet and manually blocked suspicious orders, but soon discovered how challenging it was to manage and stay accurate. They turned to Sift as a solution. However, when they adopted a new payment processor, they switched from Sift Payment Protection to the payment processor’s revenue protection product, which was offered for free. This switch resulted in an immediate inundation with fraud, receiving hundreds of chargebacks—6x their normal volume.

关于客户

Paula’s Choice is a pioneer in the skincare industry, offering cruelty-free, effective, and safe products for more than 25 years. The multinational skincare company is dedicated to science-backed research, using ingredients that are gentle for skin and non-irritating. Paula’s Choice strives to empower and enable people around the world with in-depth knowledge about skincare ingredients to help them understand how products impact their skin and how to make educated decisions. The company has a strong commitment to its customers and aims to maintain a secure, safe e-commerce platform.

解决方案

Paula’s Choice realized that a rules-based system was significantly less effective than Sift’s machine-learning models, and that turning off Sift had left their business vulnerable to fraudsters. With the competitor's product, the Client Services department would have needed a dedicated team to monitor orders and constantly make adjustments to rules in order to stay ahead of fraud—resources they didn’t have. The team decided to reverse course and re-implement Sift Payment Protection. Among the many things that Paula’s Choice missed while using the competitor product, was the predictive power of the Sift Score. The wealth of data and ability for automation would have been too difficult to replicate on their own. Paula’s Choice also came to rely on Sift Workflows, specifically their ease of use and the ability to quickly adapt to new fraud trends.

运营影响

As soon as Paula’s Choice switched back to Sift, their chargeback levels immediately went down to 0.2%.
Paula’s Choice also discovered a shift in block rates, with the rules-based product blocking 3.1% of orders and Sift blocking 2.2%—indicating that Sift more accurately identifies fraudulent orders.
By having access to Sift’s global data network, Paula’s Choice was even able to uncover new kinds of fraud they were unaware existed on their platform, such as fake accounts that would later result in suspicious orders.

数量效益

Reduced chargeback rate to 0.2%
Saved $100,000 worth of fraud orders from being placed within the first three days of re-implementing Sift.
Achieved a 6x return on investment with Sift Payment Protection.