Automated YouTube claim detection + fact‑checking for creators

Automated YouTube claim detection + fact‑checking for creators targets a $12.0B = 200M global creators & media professionals x $60/year ARPU total addressable market with medium saturation and a year-over-year growth rate of 25%+ (content-moderation & creator-tooling growth blended).

Key trends driving demand: AI-driven content moderation -- advances in LLMs and retrieval enable automated claim identification and evidence synthesis at scale.; Creator economy expansion -- more creators need post-production tools (SEO, transcripts, credibility) that save time and reduce reputational risk.; Regulatory and advertiser pressure -- platforms and advertisers demand transparent provenance and fact-checking for content they host or fund.; Better, cheaper ASR -- higher-quality transcripts unlock accurate downstream claim detection and multilingual coverage..