🤖

AI Verdict

Confidence: High
⚠️ High Risk

Market shows demand for AI development tools, but this specific implementation appears to be failing with -50% monthly growth and only $40 MRR. Better opportunities exist in adjacent spaces like AI-powered project management or team collaboration tools.

💰

Financials

MRR$40
30d Growth-50.0%
🌱 Early Stage
🏗️

Buildability

46
Challenging

FullStackRoadmap

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🤖AI Deep Dive

AI coding specs generator with $40 MRR, declining 50% monthly - struggling to find product-market fit.

📊
Market SizeMedium($100M-$1B) - AI development tools market is growing rapidly
📈
Growth StagePre-PMF
⏱️
Build Time4-6 weeks for core features
💼
Business ModelSaaS
🏰Competitive Moat

None - basic tech stack, no proprietary technology or network effects

⚔️Main Competitors
GitHub CopilotCursorWindsurfClaude ProjectsCustom GPTs
👥Who's it for
  • Indie developers and small teams starting AI coding projects who need structured specifications
  • Technical founders prototyping AI applications
💡Market Opportunities
  • No clear workflow integration
  • Missing collaboration features
  • No template marketplace
  • Limited export options
🎯Differentiation Ideas
  • GitHub/GitLab integration
  • Team collaboration features
  • Compliance/audit trail generation
  • Project estimation tools
📣Growth Channels
Direct trafficTwitter/X (based on founder activity)Word of mouth
🚀Viral Potential

Low - specs generation is typically a one-time need per project, not inherently shareable

⚠️Risk Factors
  • Market validation unclear
  • High churn likely (one-time use tool)
  • Easy to replicate
  • Dependent on AI API costs
  • No clear monetization strategy
💰Pricing Reference
$10$59/year$4.92/mo$20/mo
🚀How to Build Something Similar
Complexity
4/10
Estimated Cost

$500-$1,000/month for MVP (mostly API costs)

Key Features
  • AI-powered spec generation
  • Project template library
  • Export to markdown/JSON
  • Basic project management
  • User authentication
Suggested Stack
Next.js/React frontendSupabase (PostgreSQL + Auth)OpenAI APIVercel hostingTailwind CSS
MVP 范围

Skip: Advanced collaboration features, Multiple AI model integrations, Complex version control

🔍SEO Keywords
AI project specificationscoding project planningsoftware requirements generatorAI development roadmaptechnical spec template
수익 트렌드
🤖 AI Revenue Insights
📉TrendFalling (0.0%)
💰Avg daily revenue$0
📊StabilityLow
💡Revenue is declining—worth investigating
일일 수익2025-12-14 → 2026-01-12
$22$14$6-$22025-12-142025-12-292026-01-12수익▲ $20▼ $0
시간별 수익12-27 02:00 → 01-11 13:00
$22$14$6-$202:0014:0001:0013:00수익▲ $20▼ $0
Tech Stack
🛠️Tech Stack
⚛️Frontend
Tailwind CSSBootstrap
☁️Hosting
Vercel
🗄️Database
Firebase
📊Analytics
Google Analytics
🔐Auth
Firebase Auth
Market Insights
✨AI에게 물어보기
📊벤치마크 비교
MRR$40
Top -31%
총 수익$674
Top 17%
30일 성장-50.0%
Top 100%
팔로워2,080
Top 13%
카테고리 벤치마크
developer-tools
평균 MRR$1,133
평균 성장+374.8%
카테고리 내 제품86
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