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User Capital · Shared Value

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.

Vision

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.

Problem & Opportunity

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.

Solution

Three-layer mechanism

Step 1

User Layer

Users register or subscribe via TuringVest; authenticity is verified via wallet signatures/receipts to form provable contribution.

Step 2

Growth Layer

We negotiate Growth Agreements with AI teams (discounts, credits, or warrants/SAFE) while keeping their cap table clean.

Step 3

Benefit Layer

Growth consideration flows into a community Benefit Pool and returns as consumer benefits (extra usage, discounts, access). No investment promises.

Architecture

Core architecture

Registration/Binding
Wallet signature binds email/subscription
User authenticity
Subscription Tracking
Off-chain details → Merkle root on-chain
Auditable growth data
Growth Negotiation
Aggregate demand → agreements with AI teams
Discounts/rights
Benefit Pool
Allocate by activity + retention + contribution
Consumer rewards
Compliance Split
Retail users hold no equity
Investing vs. consuming separated
Turing Points

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).
For AI Partners

Partner models

Pilot Growth Plan
500–2,000 users
Fast ROI validation
Co-Marketing
Joint campaigns
Trust + exposure
Growth Warrant
KPI-triggered warrant/SAFE
Swap real growth for future upside

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.

Go-To-Market

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

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.
Technology

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).
Roadmap

Milestones

Q4 2025 | MVP live, 500-user waitlist
Q1 2026 | First partner pilot signed + benefits issued
Q2 2026 | 50,000 users + Growth Ranking dashboard
Q4 2026 | Qualified-channel Growth Pool initiated
2027+ | The default gateway for user participation in AI growth

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.