Business Model
Four Revenue Streams with a 70%-to-Humans Value Redistribution Moat
8.1 Four Revenue Streams
twin3 generates revenue through four complementary streams that create a self-reinforcing growth cycle. Subscription and KYA Verify are live today; the Human Experience Exchange and L3 dispatch are launching in Phase 2 (see Roadmap). The token is optional to the model:
B2C — Personal Agent Subscription
Individuals upgrade their Personal Agent for better discovery, more automated skills, and higher matching utility.
Free → Superhuman $20/mo → Hero $50/moKYA API
Agents and platforms pay per call to confirm they are dealing with a verified human (L1 Verify) and to match the right people from the 256D human graph (L2 Cohort Query).
Calls × per-call fee = KYA API revenueHuman Experience Exchange
Agents and enterprises dispatch tasks to verified humans — taste validation, cultural calibration, edge-case annotation, real-world verification. twin3 takes a 20% take on GMV; human contributors receive 70%.
GMV × 20% take = Exchange revenueEnterprise Pilot / SaaS
Recurring pilots and SaaS contracts with strategic partners: twin3_Oracle (Stockfeel), twin3_Verify (Core AI), and twin3_task (GTMC / brands).
Stockfeel · Core AI · GTMC8.2 Three Commercial Scenarios
AI Alignment as a Service
LLM developers and AI agents pay twin3 to discover and dispatch verified humans for fine-tuning and RLHF — matched to specific demographic and experiential profiles. The humans are called to judge and label in-loop; in the target compute-to-data architecture (in development) their Soul never leaves their wallet, delivering quality and diversity synthetic data cannot replicate.
Brand Trust Verification
Consumer brands deploy twin3 to validate product concepts, advertising campaigns, and user experiences through verified human evaluators. In a market saturated with AI-generated reviews, verified human feedback commands a premium.
Verified-Human Dispatch Network
Agents pay to discover and dispatch verified humans for subjective judgment — taste, preference, cultural context — that cannot be sourced from APIs or on-chain feeds. twin3 is the network where agents find and call the right people, not a feed that sells their data.
8.3 The 70% Value Return: A Structural Moat
Networks that return majority value to participants create self-reinforcing growth loops that extractive platforms cannot compete with — because matching the economics would destroy their own profit margins.— Chris Dixon, “Read Write Own,” 2024
On every task dispatched through the Human Experience Exchange, human contributors receive 70% of GMV while twin3 takes 20%. This is not generosity — it is a structural competitive advantage:
VALUE DISTRIBUTION COMPARISON
Web2 incumbents recognize the threat but cannot respond without destroying their own economics. A platform that currently returns 5% of value to users cannot suddenly shift to 70% without collapsing its revenue model. This is twin3's endgame moat.