🤖

AI Verdict

Confidence: Medium
✅ Worth Building

Market is large and growing, but requires clear differentiation and better execution than Swapcode.ai's current approach. Focus on specific niche or superior UX.

💰

Financials

MRR$50
30d Growth-88.9%
🌱 Early Stage
🏗️

Buildability

47
Challenging
Swapcode.ai

Swapcode.ai

買収可能 💰

AIを活用したコードツール:現代の開発者のために

💰Contact Seller🔍See similar
🤖AI Deep Dive

AI code tools startup at $50 MRR with -89% monthly growth, struggling to find product-market fit.

📊
Market SizeLarge (>$1B) - AI developer tools market growing rapidly
📈
Growth StagePre-PMF
⏱️
Build Time8-12 weeks for core AI code assistance features
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Business ModelSaaS
🏰Competitive Moat

None - minimal differentiation, no network effects, weak brand, basic tech stack

⚔️Main Competitors
GitHub CopilotTabnineAmazon CodeWhispererCursorReplit AI
👥Who's it for
  • Individual developers and small teams needing AI-assisted coding tools (pain point: productivity in code generation/refactoring)
  • Tech leads evaluating team productivity tools
💡Market Opportunities
  • Clear value proposition
  • Transparent pricing
  • Social proof and testimonials
  • Integration with popular IDEs
🎯Differentiation Ideas
  • Focus on specific programming language
  • Open-source core with paid enhancements
  • Vertical-specific code generation (web3, AI, etc.)
📣Growth Channels
None identified - no social, app stores, review sites, or integrations
🚀Viral Potential

Low - developer tools can have network effects but requires strong product differentiation and community building

⚠️Risk Factors
  • Market dominated by well-funded competitors
  • High customer acquisition costs
  • Rapidly evolving AI landscape
  • Low switching costs for users
💰Pricing Reference
$10$0.10$25$0.06$100$0.05Freefree
🚀How to Build Something Similar
Complexity
4/10
Estimated Cost

$5,000-$15,000 for MVP (mostly API costs and development)

Key Features
  • Code completion/autocomplete
  • Code explanation
  • Bug detection
  • Simple refactoring suggestions
Suggested Stack
Next.js/React for frontendVercel/Netlify for hostingOpenAI/Anthropic APIs for AIStripe for paymentsPostgreSQL for data
MVP 范围

Skip: Multiple pricing tiers, Complex billing system, Team collaboration features

🔍SEO Keywords
AI code assistantdeveloper productivity toolscode generation AIprogramming assistantAI pair programming
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2025-12-15 → 2026-01-18
$6$4$2-$12025-12-152025-12-302026-01-18収益$6$0
時間別収益12-27 02:00 → 01-18 10:00
$6$4$2-$102:0010:00収益$6$0
Tech Stack
🛠️Tech Stack
⚛️Frontend
Astro
☁️Hosting
NetlifyCloudflare
💳Payment
LemonSqueezy
📊Analytics
Google Analytics
📝CMS
Ghost
Market Insights
AIに聞く
📊ベンチマーク比較
MRR$50
Top -23%
総収益$900
Top 19%
30日成長-88.9%
Top 26%
フォロワー563
Top 32%
カテゴリベンチマーク
developer-tools
平均MRR$1,133
平均成長+374.8%
カテゴリ内製品数86
💎収益モデルの明確さ
📈成長勢い
💰市場検証