- B2B shipping API that makes printing shipping labels and tracking orders easy
- Frictionless merchant experience
- Fake email addresses, stolen credit cards, and new accounts made to avoid paying invoices
- Shippo was losing money on chargebacks and lost revenue
- Integration within hours
- Proactive fraud detection at the account-creation stage
- Zero false positives
- Zero employees dedicated to fraud prevention
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Making shipping easy
Shippo is a B2B shipping API that empowers businesses to ship orders through a global network of carriers. Founded in 2013, Shippo’s users include platforms, marketplaces, warehouses, and e-commerce businesses. Through Shippo, a business can easily print shipping labels and track orders.
The Shippo team is focused on ensuring a positive business experience. In order to keep the flow as seamless as possible, Shippo doesn’t charge for individual shipping labels. Rather, every user is only invoiced after they exceed a certain order threshold. For a threshold of $250, for example, a business can create multiple labels before having to pay. This way, the business’ time spent paying is limited, and they can test out the product for free. To sign up for Shippo, a user just needs to provide a credit card number – that won’t get charged until that first invoice is sent – and email address. Unfortunately, though, this frictionless merchant experience means that Shippo is on the hook for paying for the shipping labels until the invoice is sent and paid.
Account abuse and after-the-fact billing = chargebacks
Early on, technical cofounder Simon Kreuz – who built Shippo’s first API – was able to combat any fraud with an internal fraud prevention tool. The Shippo team found that fraud was generally easy to identify because fraudsters followed a pattern, which allowed them to build their own solution. But as time went on and Shippo’s business grew, the fraudsters hitting the app got more wily.
Shippo found that the majority of their fraud fell into one of two categories:
1. Users who sign up with a fake email address and use a stolen credit card number.
2. Users who create labels, hit the threshold, and then create a new account to avoid paying their invoices.
In both cases, Shippo lost money – whether from chargebacks from the accounts with stolen credit card numbers or lost revenue from the unpaid invoices. Shippo needed a solution that could preemptively identify account abuse and prevent users with stolen credentials from purchasing; after a label is generated and used, it’s already too late. It soon became apparent to Simon that his team’s time was better spent growing the business rather than updating their internal tool, and he turned to Sift to stop Shippo’s fraud problem.
Preventing fraud by blocking fraudsters
As he began evaluating Sift, Simon was mindful of his developer resources. He was pleasantly surprised to see that Shippo was able to integrate with Sift in just a few hours, and the whole process was smooth and relatively effortless. Of particular use to his team was Sift’s ability to spot and troubleshoot integration errors easily.
Shippo began by sending Sift as much historical data as possible and relying on the machine learning technology to make sense of this dense information. Using Sift, Shippo could quickly separate out suspicious users from legitimate ones, and focus their energies on validating accounts and orders. Right away, Simon’s team saw Sift effectively catch fraudsters. Perhaps most valuable was Sift’s knack for identifying bad users at the account-creation stage. Shippo no longer had to wait until they saw a chargeback or a pile-up of invoices before spotting malicious users.
“It couldn't have been better timing: about three hours after the rollout, Sift in fact did correctly identify a new fraudster who just signed up! I honestly couldn't believe it at first.”
Focusing on the bigger picture
With Sift in place, the Shippo team has seen a dramatic drop in the number of bad accounts and chargebacks. In fact, Sift’s fraud prevention has been so accurate that Shippo has a 0% false positive rate on flagged orders.
With an effective fraud solution in place, Simon and the Shippo team have more time to focus on growing the business. Currently, there are zero employees dedicated to fraud prevention at Shippo. Instead, everyone works to add value and create an exceptional experience for their users.
“With Sift, we don’t have any false positives. As far as I can tell, all of the fraud that is flagged by Sift is real fraud.”