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Target Audience

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# Project Specification

## Target Audience

  • Primary User: Solopreneurs & Non-technical Founders
  • Key Pain Points: Struggling to write structured specifications for AI coding tools

## Architecture & Tech Stack

  • Frontend: Next.js (App Router, Tailwind CSS, Stitch Retro Neobrutalism UI)
  • AI Proxy: /api/chat (BYOK 4-Provider Proxy - Gemini / OpenAI / Anthropic / Local AI)
  • Storage: localStorage (v2s_ prefix) & Cloud Firestore (Licenses Only)

## Moat Strategy & Unit Economics

  • Moat: BYOK Pass-Through (Zero Cost Risk)
  • Revenue Strategy: BYOK Pass-Through + $19 Lifetime Starter
  • Target Margin: 96.5%+ (BYOK Pass-Through)

// Generated via Vibe2Spec AI Engine

monitoringUnit Economics Scoreboard
Active EngineGEMINI
Est. Margin96.5%
Avg. Cost$0.00
Plan Statusfree