AI Verdict
Confidence: High⚠️ High Risk
Market too small with $0 MRR and negative growth; better opportunities exist in broader AI developer tools with recurring revenue models.
Financials
MRR$0
30d Growth-13.0%
🌱 Early Stage
Buildability
43
Challenging
SessionWatcher
ZU VERKAUFEN
Ich verkaufe eine MacOS-Menüleisten-App, die Nutzern hilft, ihren AI-Token-Verbrauch in Claude Code & Codex zu verfolgen.
🤖AI Deep Dive
MacOS menu bar app tracking AI token usage with $0 MRR and -13% monthly decline.
📊
Market SizeSmall (<$100M) - niche developer tool for specific AI coding assistants
📈
Growth StagePre-PMF
⏱️
Build Time2-4 weeks for core functionality
💼
Business ModelTool
🏰Competitive Moat
None - simple menu bar app with no network effects, proprietary data, or technical barriers
⚔️Main Competitors
👥Who's it for
- MacOS developers using Claude Code/Codex who need to monitor token consumption for cost management
- AI developers working with multiple LLMs who need usage tracking
💡Market Opportunities
- No subscription model for recurring revenue
- Limited to Claude only
- No team/enterprise features
- No integration with billing systems
🎯Differentiation Ideas
- Add support for GitHub Copilot, Tabnine, Cursor
- Create team dashboards with role-based access
- Integrate with accounting software (QuickBooks, Xero)
- Build predictive analytics for token budgeting
📣Growth Channels
🚀Viral Potential
Low - utility tool with limited sharing mechanics and narrow use case
⚠️Risk Factors
- Claude could build native usage tracking
- Market limited to Claude Code users
- One-time purchase model limits revenue growth
- Easy to replicate by competitors
💰Pricing Reference
🚀How to Build Something Similar
Complexity
3/10
Estimated Cost
$5K-$15K for MVP development
Key Features
- Real-time token usage monitoring
- Historical usage dashboard
- Cost projection based on token consumption
- Alert system for usage thresholds
- Export functionality for reports
Suggested Stack
MVP 范围
Skip: Multi-LLM support, Team collaboration features, Advanced analytics, Mobile app version
🔍SEO Keywords
Umsatztrends
🤖 AI Revenue Insights
TrendFalling (0.0%)
Avg daily revenue$0
StabilityLow
Revenue is declining—worth investigating
Täglicher Umsatz2025-11-06 → 2026-01-17
Stündlicher Umsatz12-27 02:00 → 01-17 06:00
Tech Stack
🛠️Tech Stack
⚛️Frontend
Next.js
☁️Hosting
Vercel
💳Payment
Stripe
📊Analytics
Google Analytics
Market Insights
✨KI fragen
📊Benchmark-Vergleich
MRR$0
Top 100%
Gesamtumsatz$181
Top 26%
30T Wachstum-13.0%
Top 5%
Follower17
Top 68%
Kategorie-Benchmark
developer-tools
Ø MRR$1,121
Ø Wachstum+370.5%
Produkte in Kategorie87
Machbarkeitsbewertung
Herausfordernd
43
🎯Wettbewerbsniveau
💰Marktvalidierung
📈Wachstumsdynamik
