AI Verdict
Confidence: High⚠️ High Risk
Market shows promise ($21.4B AI robotics by 2026) but Roboquant demonstrates classic pre-PMF failure patterns: negative growth, no pricing transparency, and weak positioning. Better opportunities exist in adjacent niches with clearer differentiation.
Financials
MRR$1,990
30d Growth-57.7%
🌱 Early Stage
Buildability
59
Moderate
🤖AI Deep Dive
No-code trading robot builder with $2K MRR but -58% monthly growth in competitive AI market.
📊
Market SizeMedium($100M-$1B) - Global algorithmic trading market estimated at $18B+ but niche segment for no-code solutions
📈
Growth StagePre-PMF
⏱️
Build Time4-6 months for core cloud IDE with basic strategy backtesting
💼
Business ModelSaaS
🏰Competitive Moat
None evident - weak brand, no network effects, limited data advantage
⚔️Main Competitors
👥Who's it for
- Retail traders with coding knowledge who want algorithmic trading without infrastructure management
- Small hedge funds and prop trading firms needing rapid strategy deployment
💡Market Opportunities
- No clear pricing transparency
- Weak onboarding for non-coders
- Missing community features for strategy sharing
- No mobile accessibility
🎯Differentiation Ideas
- Focus on visual programming interface (like Scratch for trading)
- Pre-built strategy templates for common patterns
- Social features for strategy validation and sharing
- Integration with more retail-friendly brokers like Robinhood
📣Growth Channels
🚀Viral Potential
Low - trading tools require trust and social proof; negative growth suggests poor word-of-mouth
⚠️Risk Factors
- Highly regulated industry (financial services compliance)
- Intense competition from established platforms
- High customer acquisition costs in trading space
- Potential liability for trading losses
- Market volatility affects user demand
🚀How to Build Something Similar
Complexity
7/10
Estimated Cost
$50K-$100K for MVP with 2-3 engineers over 6 months
Key Features
- Web-based code editor with syntax highlighting
- Strategy backtesting engine
- Broker API integrations (Alpaca, Interactive Brokers)
- Real-time market data feed
- Basic performance analytics dashboard
Suggested Stack
MVP 范围
Skip: Advanced optimization algorithms, Multiple programming languages, Mobile app, Community strategy marketplace
🔍SEO Keywords
수익 트렌드
🤖 AI Revenue Insights
TrendFalling (0.0%)
Avg daily revenue$0
StabilityLow
Revenue is declining—worth investigating
일일 수익2025-12-17 → 2026-01-15
시간별 수익01-12 22:00 → 01-15 11:00
Tech Stack
🛠️Tech Stack
⚛️Frontend
Next.js
☁️Hosting
VercelAWS
💳Payment
Stripe
📊Analytics
Google Analytics
Market Insights
✨AI에게 물어보기
📊Traffic Data
👥
Monthly Visits
1.85K+185100.00%
🌍
Global Rank
#4,752,731
📈
Bounce Rate
0.87%
⏱️
Avg. Duration
00:04:20
📄
Pages/Visit
4.93
🔄 Traffic Sources
🌍 Top Regions
United States100.0%
🔑 Top Keywords
KeywordTrafficVolumeCPC
roboquant20660$0.00
roboquant ai review0240$0.00
roboquant ai0200$0.00
roboquant .ai0110$0.00
🌐 Domain Info
Created2025-7-7
Expires2026-7-7
RegistrarNamecheap Inc.
DNS Servers
john.ns.cloudflare.commagali.ns.cloudflare.com
📊벤치마크 비교
MRR$1,990
Top -100%
총 수익$96,495
Top -18%
30일 성장-57.7%
Top -12%
팔로워191
Top 52%
카테고리 벤치마크
no-code
평균 MRR$4,358
평균 성장+25.8%
카테고리 내 제품12
구축 가능성 점수
추가 조사 필요
59
💎수익 모델 명확성
🎯경쟁 수준
📈성장 모멘텀