TuringVest Whitepaper — turn real usage into negotiating power
We aggregate verifiable paying users and talk to AI teams with data. Benefits are returned as consumer-grade perks. No investment promises, no public securities.
Make every AI user a participant — not just a consumer.
TuringVest connects two sides of the AI economy: real paying users and AI teams that need growth and trust. We aggregate verifiable usage & subscriptions, negotiate Growth Rights with projects, and return a portion as non-investment consumer benefits to the community.
Why this matters
User tensions
- Pay for AI, get no long-term upside or recognition.
- Too many AI tools—hard to know which to trust.
- Automation anxiety: fewer ways for everyday people to participate in value creation.
AI team pain points
- High CAC, unstable retention, hard-to-prove ROI.
- No reliable channel that represents real paying users.
- Desire for growth without cap-table pollution.
From venture capital to User Capital.
We replace speculation with verifiable usage. Real subscribers create real leverage to negotiate growth consideration; teams get efficient users, users receive consumer benefits. A shared-value flywheel.
Three-layer mechanism
User Layer
Users register or subscribe via TuringVest; authenticity is verified via wallet signatures/receipts to form provable contribution.
Growth Layer
We negotiate Growth Agreements with AI teams (discounts, credits, or warrants/SAFE) while keeping their cap table clean.
Benefit Layer
Growth consideration flows into a community Benefit Pool and returns as consumer benefits (extra usage, discounts, access). No investment promises.
Core architecture
Turing Points = verifiable usage contribution
How to earn
- Verify paid AI subscriptions (signature/receipt).
- Refer friends who become paying users.
- Provide feedback, testing, and content contributions.
- Join community activities (tutorials, Q&A, workshops).
What it’s for
- Priority access to partner benefits (discounts/credits/events).
- Redeem non-investment consumer perks (extra usage, vouchers, tickets).
- Participate in non-financial governance (e.g., which projects to approach).
Partner models
Guarantees: verifiable data (on-chain hashes + user signatures); zero roadmap interference; all rights held via a single SPV or protocol layer to keep your cap table clean.
Growth playbook
Phase 1: Alignment (0–500 users)
- • Social launch around ‘AI user co-build’
- • Open waitlist + community
- • Aggregate first 500 paying users
Phase 2: Pilots (500–50,000 users)
- • Negotiate with data reports
- • Sign first co-op pilot + issue benefits
- • Public proofs: reconciliation/Merkle roots
Phase 3: Scale (50k–1M users)
- • More partners + tasks/points
- • Growth Ranking dashboard
- • Multi-channel acquisition
Phase 4: Capitalization & Compliance (≥ 1M users)
- Establish a Growth Pool mechanism.
- Assetize growth consideration inside qualified channels (SPV/SAFE/Warrant).
- Launch TuringVest DAO for non-financial governance.
Compliance & safety
- Retail users receive consumer benefits only; no investment promises or profit sharing.
- Any equity/upside arrangements live solely in qualified investor channels/SPV, isolated from retail UX.
- Privacy via dual-layer design: off-chain detail; on-chain Merkle roots; revocable and auditable.
- Risk controls: AML/KYC when required; no forced collection of PII.
- Terms clarify: TuringVest does not offer securities or investment advice.
Tech stack
Web3 base
- SIWE wallet binding.
- Attestations/SBTs for subscription validity.
- Merkle-root anchoring for tamper-evidence.
Off-chain systems
- Subscription verification (webhooks/receipt matching).
- Growth Data API for partner verification.
- Benefit allocation engine.
Data security
- Salted hashing for sensitive fields.
- Distributed storage + revocation flow.
- Exportable audit packs (reconciliation, batch anchors, sampling proofs).
Milestones
Join the TuringVest co-build experiment
Turn real usage into negotiating power. When milestones unlock, we return value as consumer-grade benefits. No investment products.