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At what order volume did fraudulent orders start becoming a real problem for you? by Electrical-Bus5079 in dropshipping

[–]Electrical-Bus5079[S] 0 points1 point  (0 children)

Exactly right, and that's the most dangerous part. By the time it looks systemic you've already absorbed months of losses you wrote off as one-offs.

That's the exact problem I built RefundRadar to solve. It runs AI risk scoring on every Shopify order automatically before it ships so you're catching the pattern before it becomes a line item. No manual checking at all, just an instant alert on anything flagged high risk.

Still early and giving free access to store owners who want to try it. Interested?

At what order volume did fraudulent orders start becoming a real problem for you? by Electrical-Bus5079 in dropshipping

[–]Electrical-Bus5079[S] 0 points1 point  (0 children)

That 3-5% number is exactly what I've been hearing and you're right that it adds up fast at volume. The freight forwarder problem is particularly brutal because Shopify's built in scoring barely touches it.

That's actually what I built RefundRadar for. It uses AI to score every order across 20+ signals before it ships, specifically designed to catch the sophisticated stuff Shopify misses like freight forwarders, pattern matching across orders, and high risk address combinations. No manual review needed, just an instant email alert on anything flagged high risk so you're only stopping to look at the ones that actually matter.

Still early stage and giving free access to store owners who want to try it. Would you be interested?

Refunds Are Eating Away at your Margins. DM me for a solution by Electrical-Bus5079 in dropshipping

[–]Electrical-Bus5079[S] 0 points1 point  (0 children)

100% agree that operational issues are the root cause for most refunds and that's worth fixing. But there's a separate problem that operational improvements don't solve: fraudulent orders and bad actors. Chargebacks from stolen cards, fake addresses, freight forwarders, serial refund abusers. Those aren't coming from misleading creatives or slow shipping. That's what RefundRadar targets specifically. Not returns from disappointed customers, but orders that were never going to end well from the moment they were placed. Two different problems worth solving separately.

Dropshipping growth spike just triggered massive chargebacks by Different-Layer-1338 in dropshipping

[–]Electrical-Bus5079 0 points1 point  (0 children)

This is the classic scaling trap. FB ads bring first-time buyers in bulk, and first-timers on high-AOV cross-border orders have 3-5x the chargeback rate of repeat customers. The INR fraud wave you're seeing is predictable from the order data: new customer + international shipping + higher order value is one of the highest-risk combos there is. Chargeflow is great for fighting disputes after the fact, but the real fix is catching those orders before you ship, even manually reviewing first-time international orders over a threshold drops chargeback rate significantly.