Independent Fraud Signal Intelligence Layer for E-Commerce

C7/10May 6, 2026

WhatA fraud detection API that aggregates and scores fraud signals from multiple sources, specifically outperforming Google's fraud signals which practitioners report are surprisingly weak.

SignalPractitioners who integrated Google's fraud signals found them worse than decade-old homegrown solutions, suggesting Google optimizes reCAPTCHA for data collection rather than actual fraud prevention — leaving a real gap for a product that genuinely reduces chargebacks and account takeovers.

Why NowAI-powered fraud is scaling rapidly, Google is pivoting reCAPTCHA toward identity verification rather than transaction fraud, and e-commerce fraud losses are projected to exceed $100B globally.

MarketE-commerce platforms, fintech, and SaaS companies paying for fraud prevention; TAM $10B+; competitors include Sift, Forter, Sardine, but the gap is a lightweight API-first player that doesn't require feeding data back to an ad platform.

MoatData network effect — every customer's fraud signals improve detection for all others, and the more merchants share chargeback data, the harder it is for a new entrant to match accuracy.

Google Cloud fraud defense, the next evolution of reCAPTCHA View discussion ↗ · Article ↗ · 344 pts · May 6, 2026

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