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MarketplaceMedium Effortglobal

AbuseGraph — Account, Trial & Refund Abuse OS for AI-Native Self-Serve Products

Most fraud stacks were built for stolen cards, chargebacks, and obviously malicious users.

Score80/100
Apr 23, 2026
TAM
€670M — ~80K AI-native SaaS, subscription, and self-serve digital businesses globally × ~€700/month equivalent spend on abuse prevention and entitlement controls.
SAM
€110M — ~13K higher-risk AI, SaaS, and marketplace operators with expensive usage costs, free trials, or refund-heavy surfaces.
SOM
€1.2M — 40 customers at ~€2.5K/month blended subscription + screening revenue in years 1-2.
AIStripeSaaSMarketplaceAPI

The Problem

Most fraud stacks were built for stolen cards, chargebacks, and obviously malicious users.

That is no longer enough.

The newer margin killer is first-party abuse:

  • a user crea...

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