Partnership Proposal — PersonaSpec
Status: Open
Date: 2026-07-04
Role for partner: CEO / Co-founder (Sales + Strategy)
In a Nutshell
PersonaSpec is a web service: user completes a smart questionnaire (15–20 min) → system determines their psychological profile → generates a personalised super-prompt for ChatGPT/Copilot/Claude that makes AI work dramatically better for them.
Not a template library. Not an image generator. A personal AI coach that understands how you think and tunes the model to you.
Market Opportunity
Prompt engineering market:
- 2025: $505M → 2030: $2.09B (CAGR 32.9%)
- Prompt optimization: $2.32B (2025) → $7.92B (2030)
- AI Persona market: $0.8B (2025) → $5.93B (2032, CAGR 33.1%)
- 75% of enterprises use generative AI (Gartner 2026)
- 68% of companies train employees in prompt engineering
The problem: all courses teach "how to write prompts" — but ignore that different people think and formulate differently. Our prompt adapts to the person, not the task. Nobody else does this.
What's Built
Product: ~85% backend, ~80% frontend. Live demo: https://exo.white-shadow.ru/
Codebase:
- 90+ Python files, Clean Architecture
- 218+ tests including property-based (Hypothesis)
- 50+ REST endpoints, OpenAPI docs
- Vue 3 + TypeScript + Naive UI frontend
- Complete flow: questionnaire → 6 cognitive blocks → profile → prompt generation
Infrastructure:
- Ubuntu 24.04 server, PostgreSQL 16, Redis, nginx
- Supervisor for auto-restart
- SSL (HTTPS), domain ready
Missing for revenue:
- Payment system (ЮKassa / Telegram Stars / Crypto)
- Pricing page
- Legal (Terms of Service)
- Production hardening (rate limiting, secrets)
Business Model
B2C: One-time generation
| Product | Price |
|---|---|
| Basic prompt | $5 |
| Full spec + AI recommendations | $15 |
| Team pack (5 specs) | $45 |
Unit economics: CPA $2–4, conversion 2–5%, LTV $15–30. ROI > 3× from first order.
B2B: Subscription
| Tier | Price/month |
|---|---|
| Starter (3 specs) | $15 |
| Pro (20 specs + analytics) | $49 |
| Enterprise (unlimited + API) | $150 |
Launch costs
- Deployment: ~$0 (server exists)
- Payment integration: $0 (revenue share)
- Final dev work: ~$200–500 (2–3 days)
- Total to launch: ~$300
- Break-even: month 2
- ROI at 6 months: ~4×
Competitive Position
No direct competitors exist.
| Tool | What it does | Why not competing |
|---|---|---|
| PromptBase | Prompt marketplace | Catalogue, not personalisation |
| HubSpot Persona | B2B marketing personas | Different niche |
| Sozee.ai | Visual avatars | Different niche |
| "100 prompts" blogs | Articles | Free, not personal |
Our USP: The only service that generates a prompt for the person, not for the task.
Why This Isn't Easy to Copy
- Psychology model — 6 cognitive blocks, classification system (HANDS/BRAIN/HEART/BIZ/LOST), adaptive questioning. 100+ hours of design work
- 218 tests — not just "works", but verified quality
- Clean Architecture — domain / application / infrastructure separation, hot-reload plugin system
- Rebuilding from scratch would take weeks even for a strong developer
What We Need From a Partner
Role: CEO / Co-founder
- Sales: B2B outreach to AI-adopting companies (HR-tech, ed-tech, marketing agencies). B2C — advertising + content marketing
- Packaging: positioning, pricing, landing page
- Strategy: direction, segments, scaling
- Network: corporate client introductions
Equity
Open for discussion. Benchmark: 30–50% in the project (sweat equity).
Next Steps (if interested)
- Demo: https://exo.white-shadow.ru/ — live now
- Meeting — take the questionnaire yourself, see the result
- Discuss — target segment, pricing, go-to-market strategy
- Launch — payments, landing page, ads. Test budget: ~$300
Contact
Telegram: @shadow_octopus Full business case: available on request