Preserve

Framework stage: Preserve — making the content library compound over time.

Preservation is the stage most programs skip. It's also where the long-term value of owned media accumulates: searchable transcripts, AI-citation-ready structure, reusable content libraries. A preserved episode keeps generating value years after it publishes.

Content Memory

Pattern	What It Covers
Content Memory Standard	How to structure and index content so it's retrievable by AI, search, and your own team

AI Search Optimization

Pattern	What It Covers
GEO/AEO Citation Volatility	Why AI-answer citation is more volatile than search ranking, and how owned-media discipline (publishing rhythm, structure, a compounding archive) is what actually wins it