Chargehound

Chargehound discovered genuine demand by observing what merchants actually did with their time. ​​‌‌‌‌‌‌‌​‌‌​​‌​​​​​​‌‌​‌‌‌​​​‌‌Early conversations revealed that finance teams spent 4-6 hours per chargeback manually gathering evidence, drafting responses, and submitting disputes across fragmented bank portals. Rather than relying on stated interest, the team measured validation through integration velocity—tracking how quickly customers connected their payment processors and began automating disputes. Within the first three months, early adopters showed 40% of their chargebacks being processed automatically, with response rates jumping from 30% to 85%. The strongest signal came from expansion behavior: customers initially signing up to handle 50 monthly disputes began processing 500+, indicating the tool solved a problem they hadn't fully articulated in interviews. Revenue recovery metrics proved the approach worked—customers recovered an average of $12,000 monthly in previously-lost disputes. This operational traction, not survey responses, demonstrated that merchants desperately needed automation to reclaim lost revenue and reclaim operational capacity.