Curbing toxic feeds — AI-moderated, community-driven civil discussion platform

Curbing toxic feeds — AI-moderated, community-driven civil discussion platform targets a $20.0B = 100M users x $200 ARPU/year (global addressable audience for paid/social community memberships and moderation services) total addressable market with medium saturation and a year-over-year growth rate of 12-18% organic growth in paid community SaaS and moderation services.

Key trends driving demand: AI moderation -- LLMs and specialized classifiers now detect nuance, sentiment, and conversational toxicity enabling automated civility enforcement at scale; Paid communities -- users and creators increasingly accept subscription fees for ad-free, higher-quality interactions; Platform fatigue -- users are actively seeking alternatives to outrage-driven platforms, creating demand for niche, healthier social spaces; Regulation & transparency -- regulatory scrutiny on large platforms raises interest in accountable, auditable moderation alternatives.