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
F
🤖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
👥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
🚀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
🚀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
MVP 范围
Skip: Advanced collaboration features, Multiple AI model integrations, Complex version control
🔍SEO Keywords
収益トレンド
🤖 AI Revenue Insights
TrendFalling (0.0%)
Avg daily revenue$0
StabilityLow
Revenue is declining—worth investigating
日次収益2025-12-14 → 2026-01-12
時間別収益12-27 02:00 → 01-11 13:00
Tech Stack
🛠️Tech Stack
⚛️Frontend
Tailwind CSSBootstrap
☁️Hosting
Vercel
🗄️Database
Firebase
📊Analytics
Google Analytics
🔐Auth
Firebase Auth
Market Insights
✨AIに聞く
📊ベンチマーク比較
MRR$40
Top -50%
総収益$674
Top 22%
30日成長-50.0%
Top 39%
フォロワー2,080
Top 14%
カテゴリベンチマーク
developer-tools
平均MRR$1,121
平均成長+370.5%
カテゴリ内製品数87
構築可能性スコア
課題が多い
46
💎収益モデルの明確さ
📈成長勢い
💰市場検証