adminAI Companion Relationship Portability: Moving Preferences Without Moving Private Chats
How AI social products can make preferences and relationship state portable without exposing private chats or sensitive long-term memories.
Verifiable Digital Goods for AI Social Platforms: Provenance Without Speculative Token Design
How AI social platforms can create verifiable digital goods with provenance, creator attribution, ownership records and utility without token-first speculation.
Portable AI Identity Data Model: What Should Move Between Apps—and What Should Stay Private?
A product and infrastructure framework for portable AI identities across profile, creator rights, preferences, memory, credentials and private relationship data.
Web3 AI Companion Economies: Digital Goods, Membership and Ownership Without Token Hype
How AI companion platforms can combine Web3 with digital goods, memberships, creator IP and portable ownership while avoiding speculative token-first design.
AI Social + Decentralized Identity: Can Users Own Their Digital Relationships?
A framework for combining AI social products with decentralized identity, portable profiles and user-controlled relationship data without exposing private memories.
Digital IP in the AI Era: How Blockchain Can Help License Characters, Voices and Creator Twins
How digital IP for AI characters and creator twins can combine licensing, provenance, permissions and blockchain without putting sensitive content on-chain.
AI Social M&A: What Strategic Buyers Should Evaluate Before an Acquisition
An acquisition checklist for AI social businesses covering retention, identity rights, creator concentration, inference economics, safety and technical portability.
AI Creator Platform Take Rate: How Much Revenue Should the Platform Keep?
How to analyze AI creator platform take rates across inference cost, payments, discovery, creator services, margins and long-term marketplace incentives.
AI Social International Expansion: What Changes Across Languages and Markets?
A business framework for AI social international expansion across language quality, creator supply, cultural norms, payments, safety and local retention.
AI Companion Marketplaces vs Single-Character Apps: Which Model Scales Better?
Compare AI companion marketplaces with single-character apps across acquisition, retention, creator supply, brand, unit economics and defensibility.
