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Physical BusinessMedium Effortglobal

AbuseLedger — Signup, Trial & Entitlement Abuse OS for AI-Native Products

Self-serve AI businesses increasingly have a margin problem that hides behind apparently healthy signups.

Score80/100
May 11, 2026
TAM
€1.08B — ~45K AI-native and self-serve SaaS products globally × ~€2K/month equivalent spend on abuse-governance infrastructure.
SAM
€259.2M — ~9K higher-risk AI/self-serve products × ~€2.4K/month equivalent spend.
SOM
€1.73M — 24 customers at ~€6K/month blended subscription and onboarding revenue in years 1-2.
AIStripeSaaSMarketplaceAPIHealth

The Problem

Self-serve AI businesses increasingly have a margin problem that hides behind apparently healthy signups.

The issue is not only stolen cards or chargebacks. It is a broader wave of f...

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