Real Human Verification Layer for Online Platforms
C6/10March 10, 2026
WhatA lightweight SDK and trust score API that helps platforms and communities distinguish genuine human engagement from AI-generated bot activity, without invasive identity verification.
SignalCommenters expressed genuine concern that AI acquisition strategies like this are really about flooding platforms with synthetic engagement, referencing dead internet theory and documented evidence of Meta already using social bots — there is growing demand for proof of humanity online.
Why NowThe proliferation of sophisticated AI agents capable of passing as human on social platforms has made bot detection dramatically harder, while Meta explicitly building AI agent social infrastructure accelerates the problem.
MarketB2B SaaS for online communities, forums, marketplaces, and dating apps; TAM $2-5B across trust & safety tooling; Worldcoin/World targets this but requires hardware — a software-only behavioral approach has a wide-open lane.
MoatBehavioral signal data accumulates over time across platforms, creating a proprietary dataset of human vs. bot interaction patterns that becomes more accurate with scale.
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