WhatA managed anti-spam and content integrity service for MediaWiki and other wiki platforms that detects and removes malicious content, bot signups, and SEO spam in real time.
SignalWiki operators describe being overwhelmed by relentless spam attacks — one had to disable signups entirely — and suspect that undetected spam may be triggering Google deindexing, but they lack tools to audit and clean their sites at scale.
Why NowAI-generated spam has made the problem orders of magnitude worse for community wikis, while Google's deindexing penalties for spam-affected sites have raised the stakes from annoying to business-killing.
MarketHundreds of thousands of active wikis (MediaWiki alone powers 50K+ public wikis); wiki hosting services like Fandom and Miraheze could be channel partners. No dedicated anti-spam SaaS exists for the wiki ecosystem specifically.
MoatProprietary spam signature database trained across thousands of wikis — each new customer's data improves detection for all others, creating a compounding data advantage.
Compliance Risk Monitor for Global Tech PlatformsP5/10A SaaS tool that monitors and flags when a tech company's content moderation actions in authoritarian jurisdictions create legal, reputational, or human rights liability exposure.
Community-First Social Network Without Algorithmic FeedsC5/10A social platform built around genuine community connection with chronological feeds, no ads, and no engagement-maximizing algorithms — monetized through subscriptions.
Censorship-Resistant Publishing Platform for At-Risk NGOsC5/10A decentralized content distribution platform that ensures human rights organizations can reach audiences in restrictive countries regardless of platform-level geo-blocks.
AI-Powered Automated Theorem Proving as a ServiceP6/10A platform that lets mathematicians and research teams submit open conjectures and have AI models systematically attempt proofs, counterexamples, and novel constructions.
Visual Math Proof Explorer for Complex ResultsC5/10An interactive tool that automatically generates visual explanations, diagrams, and step-by-step walkthroughs of advanced mathematical proofs and constructions for non-expert audiences.
Specialized AI Math Engines Beyond General LLMsC6/10A purpose-built AI system for mathematical research that combines formal verification (Lean/Coq), symbolic computation, and LLM reasoning into a single tool optimized for conjecture exploration.