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Research Gate — Go / No-Go Checkpoint

Phase: 3.5 Project: likeness Date: 2026-05-09

Summary of what the research found

Market

  • Adult creator subscription market is large (OnlyFans $7.22B GMV 2024) and growing (Fanvue $100M ARR, +150% YoY).
  • Demand for AI on creator platforms is established (15% of Fanvue revenue is AI-generated).
  • US-first MVP SAM ceiling is ~$60M ARR without expansion. Below typical Series A benchmarks; expansion narrative (video, voice, geos) is required for the seed → A path.

Competition

  • No funded direct competitor in Likeness's specific cell (consent-first + explicit-allowed + verified-creator-licensed + architectural commitments).
  • The closest competitor — Vylit ($2.7M Seed, ex-OnlyFans CEO) — explicitly excludes explicit content. This is a deliberate positioning choice with a real gap.
  • The most credible 2-3 year threat — Fanvue ($22M Series A) — has the platform but lacks architectural commitments.
  • Window is real but finite. A directly competitive platform within 18 months is plausible (45-60% probability).

Customer demand

  • Macro signals strongly favor a consent-first alternative (47.5% negative public sentiment on adult deepfake abuse; 12K+ OnlyFans deepfake-violation bans; 8M+ deepfake incidents in 2025).
  • Creator-side participation is the load-bearing unknown. Zero structured creator interviews to date. Cannot be resolved by web research.

Timing

  • Strong regulatory tailwinds (TAKE IT DOWN Act enacted, NO FAKES Act pending, California AB 2602, C2PA standardization, EU AI Act Article 50 enforcement Aug 2026).
  • Real headwinds (payment processor risk demonstrated by Civitai, Vylit launched, fragmentation in adult AI generators).
  • Net: now is a good time to build, with execution risk concentrated in cofounder hires and creator validation.

Recommendation: Yellow Light (proceed conditionally)

The research supports proceeding to strategy and validation phases, conditional on front-loading two specific validations in Phase 8 before significant capital commitment:

Specific conditions that must be true for success

  1. Creator participation hypothesis must validate. 10-15 structured creator interviews using docs/reviewer-checklist.md should produce at minimum:
  2. 5-7 expressed willingness to participate in concierge.
  3. Pain hierarchy ranking (defense vs. offense) clarified.
  4. Pricing tier resonance confirmed or revised.

  5. If fewer than 3-4 creators express willingness, kill or pivot (see 06-validation/kill-criteria.md).

  6. Payment processor relationships must be secured pre-launch. At minimum two adult-friendly processors (CCBill, Segpay, Verotel, Epoch) approved with multi-processor redundancy operationalized. Single-processor dependency is a kill-the-company risk per Civitai precedent.

  7. Creator Ops cofounder must hire within 90 days of funding close. This is the determinant of creator-acquisition velocity AND the competitive parity hire vs. Vylit's founder-market fit. Slow hire is a competitive risk, not just operational.

What WOULD trigger Red Light (stop)

  • Fewer than 3 of 10 creators express willingness in structured interviews.
  • Fanvue announces a consent-first real-creator AI product within 6 months of Likeness's funding close.
  • Both adult-friendly processors decline initial diligence based on category positioning (very unlikely given Likeness's compliance posture, but possible).
  • A second well-funded direct competitor emerges in the explicit-content + consent-first + architectural-commitments cell.

What WOULD upgrade to Green Light

  • 7+ of 10 creators express willingness, with 3+ committing to concierge participation pre-launch.
  • One processor agreement signed in principle pre-launch.
  • Creator Ops hire signed within 60 days of funding close.

Decision posture

The founder has indicated Fast Track end-to-end execution, so Phase 4 (Strategy), Phase 7 (Financial), and Phase 8 (Validation) will proceed. The research gate is documented here as a checkpoint, not a stop.

The outputs of Phase 4 / 7 / 8 will be grounded in the research above and will explicitly reference the conditions named here.

Flags

Red Flags: - Zero primary creator data is the single load-bearing risk for the entire project.

Yellow Flags: - Vylit's existence + competitive window finiteness raises pressure on cofounder hires. - Payment processor risk is concrete (Civitai precedent), not theoretical.

Sources

Synthesized from all of 01-discovery/. See per-claim citations in raw and synthesized files.