Stop repeat SaaS chargebacks - automated dispute prevention and evidence

Stop repeat SaaS chargebacks - automated dispute prevention and evidence targets a $12.0B = 3,000,000 online subscription merchants x $4,000 ACV. Assumes global pool of e-commerce and subscription sellers that would pay for chargeback prevention and dispute handling services. total addressable market with medium saturation and a year-over-year growth rate of 12-18% annual growth driven by e-commerce growth and rising dispute volumes for digital goods.

Key trends driving demand: Subscription-digital-goods growth -- increases recurring dispute surface for SaaS and creators, creating steady demand for dispute tools.; Friendly-fraud rise -- more consumers file illegitimate disputes on digital deliveries, raising merchant cost of operations.; Payment-provider APIs maturing -- processors expose dispute/evidence endpoints, enabling automation rather than manual portal uploads.; Usage-telemetry availability -- SaaS platforms log rich usage data (credits, exports, timestamps) that can be used as incontrovertible evidence.; AI evidence extraction -- ML can parse logs, media exports, and communications to assemble compelling dispute bundles at scale..