AI video paywalls break trust, show full sessions publicly

AI video paywalls break trust, show full sessions publicly targets a $1.2B = 5M video-focused creators x $20/mo ARPU x 12 months. Assumes global pool of creators who regularly publish video and pay for tooling. total addressable market with medium saturation and a year-over-year growth rate of 30%+ for AI video tooling and creator SaaS adoption.

Key trends driving demand: Generative-video quality improvement -- increases experimentation and demand for example-driven proof of capability.; Creator economy monetization -- creators invest in tools that improve output and shorten time-to-publish, creating recurring spend.; Prompt transparency movement -- demand for reproducible prompts and sessions to learn and iterate faster.; Organic distribution via searchable content -- full-session pages can rank and drive sustained long-tail traffic..