🤖

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

SessionWatcher

For sale

我销售一款MacOS菜单栏应用，帮助用户追踪他们在Claude Code和Codex中的AI令牌使用情况。

🔧 Dev Tools🔗 Visit Website ↗𝕏 @sorenstarck
💰Contact Seller🔍See similar
🤖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
Claude API dashboard (native)Custom scripts for token trackingGeneral API monitoring tools like PostmanOpen-source token counters
👥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
Twitter/X organic promotion
🚀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
$1.99$4.99$1$6.98$5.99
🚀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
Electron/React for cross-platformPython backend for API monitoringSQLite for local storageStripe for payments
MVP 范围

Skip: Multi-LLM support, Team collaboration features, Advanced analytics, Mobile app version

🔍SEO Keywords
Claude token trackerAI usage monitoringdeveloper tool MacOStoken consumption dashboardClaude Code analytics
Revenue Trends
🤖 AI Revenue Insights
📉TrendFalling (0.0%)
💰Avg daily revenue$0
📊StabilityLow
💡Revenue is declining—worth investigating
Daily Revenue2025-11-06 → 2026-01-17
$9$6$3$02025-11-062025-12-162026-01-17Revenue▲ $8▼ $1
Hourly Revenue12-27 02:00 → 01-17 06:00
$7$4$2-$112-27 02:0001-08 22:0001-17 06:00Revenue▲ $6▼ $0
Tech Stack
🛠️Tech Stack
⚛️Frontend
Next.js
☁️Hosting
Vercel
💳Payment
Stripe
📊Analytics
Google Analytics
Market Insights
✨Ask AI
📊How It Compares
MRR$0
Top 100%
Total Revenue$181
Top 28%
30d Growth-13.0%
Top 45%
Followers17
Top 78%
Category Average
developer-tools
Avg MRR$1,121
Avg Growth+370.5%
Products in Category87
🎯How competitive?
💰Are people paying?
📈Is it growing?
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SessionWatcher · MRR $0 | ShipByData