WhatA service that detects and flags AI-generated astroturfing, fake positive reviews, and bot-driven narrative manipulation in community forums and Discord servers.
SignalUsers are deeply frustrated that corporate community channels are increasingly populated by AI agents pushing artificially positive narratives and trolling dissenters, making it impossible to distinguish genuine community sentiment from manufactured consensus.
Why NowThe explosion of cheap LLM-powered bots in 2025-2026 has made astroturfing trivially easy, and communities are just now waking up to the scale of the problem as AI agents become indistinguishable from real users.
MarketCommunity platform operators (Discord, Reddit, forums), brand reputation firms, and enterprises managing online communities. TAM ~$2B+ in content moderation and brand safety. Competitors like Crisp and ActiveFence focus on harmful content, not AI astroturfing specifically.
MoatProprietary detection models trained on labeled bot behavior data that improve with scale — the more communities you monitor, the better your fingerprinting of bot patterns becomes.
“Microslop” filtered in the official Microsoft Copilot Discord serverView discussion ↗ · Article ↗ · 1,182 pts · March 2, 2026
Carrier-Independent RCS Messaging Without Big TechC5/10An open-source or independent RCS client and server that implements the full RCS Universal Profile without routing through Google's Jibe platform.
One-Click Privacy OS Installation Service For PhonesC5/10A service — online and in retail kiosks — that installs GrapheneOS on customer-supplied or purchased phones with guided setup, app migration, and banking app verification.
Privacy-First Wearable Camera With On-Device AIP6/10Smart glasses with all AI processing done on-device, no cloud uploads, no account required, with hardware-enforced recording indicators that cannot be disabled.
Wearable Detection and Alerting for Private SpacesC6/10A detection system (hardware sensor + app) for businesses, homes, and private venues that identifies nearby smart glasses and always-on recording devices and alerts owners or triggers policies.