E-commerce Use Cases/Finance & MarginsFinance Manager

What percentage of customers have return rates exceeding 40% over the last 6 months, and do suspected serial returners account for more than 5% of total return costs?

Identify customers exhibiting patterns consistent with return policy abuse to protect margins and inform policy adjustments.

Metrics & KPIs

Serial returner countreturn cost from high-return customersabuse pattern indicators

Required Data

Customer return historyreturn rates per customerreturn costspurchase frequency

Data Sources

E-commerce PlatformCustomer SupportData Warehouse

Works with tools like

ShopifyWooCommerceMagentoBigCommerceSalesforce Commerce CloudZendeskGorgiasIntercomFreshdeskHelpshiftSnowflakeBigQueryRedshiftDatabricksClickHouse

How Bruin answers this

Bruin

Bruin AI Data Analyst

What percentage of customers have return rates exceeding 40% over the last 6 months, and do suspected serial returners account for more than 5% of total return costs?

Bruin connects to your E-commerce Platform, Customer Support, Data Warehouse and runs the analysis automatically.

It tracks Serial returner count, return cost from high-return customers, abuse pattern indicators and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

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