#research

Roster media-network model: account architecture, 12 content pillars, weekly grid, factory standards, 4-week test plan. Basis: GTM-2490 + trend/competitor research Aug 2026.

Meta-analysis of how EverAI's ~48-person team built a 50M+ user platform: 4 talent clusters (Shopify Mafia, Affiliate/Performance, Product/Design, Legal/Compliance), org chart, B2B2C affiliate + gaming-retention strategy, and risks.

Competitor & format references, mapped to the Creative Vision — AI-twin reveals, companion product proof, UGC statics, talking-head formats, persona casting, cinematic b-roll.

How Dating.com/SDG works — credit model, pricing, acquisition channels, LatAm operators, conversions — and how to adapt it for JustSext.

Final implemented event pack for stxtai.com quiz funnel, verified end-to-end against BigQuery prod data (last 7 days). Includes spec source-of-truth, property completeness, killed events confirmation, and 7 issues to address before TJ ramp-up.