AI output authenticity detector for received messages
C5/10May 30, 2026
WhatA browser extension or email plugin that flags likely AI-generated messages so recipients can see what was human-written vs. machine-generated, restoring trust in professional communication.
SignalMultiple commenters express feeling insulted when receiving AI-generated messages — they want to know if someone actually wrote to them or just prompted a machine, viewing it as a signal of disrespect.
Why NowAI-written communication has crossed a tipping point where most professionals encounter it daily but have no reliable way to distinguish it, creating growing distrust in all written communication.
MarketEnterprise email users and hiring managers; ~200M+ knowledge workers globally. Competitors like GPTZero focus on academic plagiarism, leaving professional communication underserved.
MoatDetection model accuracy improves with data flywheel from users flagging false positives/negatives; enterprise contracts create switching costs.
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