Claudometer

Multi-platform AI sentiment tracking dashboard monitoring Claude, ChatGPT, and Gemini discussions across 9 Reddit communities with real-time analytics and platform comparison.

🌐 Live Demo

• Web Application: https://claudometer.app
• API Endpoints: https://api.claudometer.app

Overview

Claudometer monitors Reddit discussions about major AI platforms and provides:

• Multi-platform sentiment tracking for Claude, ChatGPT, and Gemini
• Interactive platform toggle controls with client-side filtering
• Real-time sentiment analysis using OpenAI GPT-4o-mini
• Comparative analytics across 9 Reddit communities
• 24-hour trend visualization with chronological ordering
• Topic and keyword analysis with cross-platform aggregation
• Platform-specific data collection with staggered scheduling
• Event timeline integration for significant AI developments

Architecture

• Frontend: React + TypeScript + Tailwind CSS (deployed on Cloudflare Pages)
• Backend: Cloudflare Workers with JavaScript
• Database: Cloudflare D1 (SQLite)
• Cache: Cloudflare KV for API response caching (55-minute TTL)
• External APIs: Reddit OAuth + OpenAI GPT-4o-mini
• Monitoring:
  • Claude: r/Anthropic, r/ClaudeAI, r/ClaudeCode
  • ChatGPT: r/ChatGPT, r/OpenAI, r/GPT4
  • Gemini: r/GoogleAI, r/Bard, r/Gemini

Features

Dashboard

• Platform toggle controls with logo icons (Claude, ChatGPT, Gemini)
• Client-side filtering with instant aggregation across selected platforms
• Sentiment gauge with real-time scores and platform comparison
• 24-hour trend charts with chronological ordering and post/comment counts
• Topic breakdown with cross-platform aggregation and color-coding
• Trending keywords analysis with weighted sentiment
• Recent posts feed with platform indicators and individual sentiment scores
• Event timeline integration for AI industry developments

API Endpoints

• GET /current-sentiment - Multi-platform sentiment data (optional platform filtering)
• GET /hourly-data - 24-hour trend data with events (optional platform filtering)
• GET /topics - Topic breakdown analysis (optional platform filtering)
• GET /keywords - Trending keywords (optional platform filtering)
• GET /recent-posts - Recent posts feed (optional platform filtering)
• GET /platforms - Platform metadata with icons and configuration

Performance

• 95% faster responses with KV caching
• Sub-second dashboard loads when cache is warm
• Automatic cache invalidation after data updates

Project Structure

Claudometer/
├── claudometer-web/          # React frontend
│   ├── src/
│   │   ├── App.tsx          # Main dashboard
│   │   ├── components/      # Reusable components
│   │   └── pages/           # Contact, Methodology pages
│   └── build/               # Production build
├── claudometer-worker/       # Cloudflare Workers API
│   ├── src/index.js         # Main worker with endpoints
│   └── wrangler.toml        # Cloudflare configuration
├── database/                 # Database migrations
└── docs/                    # Documentation
    ├── project-summary.md   # Complete project overview
    └── CLAUDE.md           # Technical implementation guide

Setup & Development

Prerequisites

• Node.js 16+
• Cloudflare account
• Reddit API application
• OpenAI API key

Quick Start

1. Clone the repository

   git clone https://github.com/yourusername/claudometer.git
   cd claudometer

2. Set up the backend

   cd claudometer-worker
   npm install
   
   # Configure secrets
   wrangler secret put REDDIT_CLIENT_ID
   wrangler secret put REDDIT_CLIENT_SECRET
   wrangler secret put OPENAI_API_KEY
   
   # Deploy
   npm run deploy

3. Set up the frontend

   cd ../claudometer-web
   npm install
   npm start  # Development server
   npm run build  # Production build

Detailed Setup

See project-summary.md and CLAUDE.md for complete setup instructions including:

• Reddit API application setup
• Cloudflare D1 database creation
• KV namespace configuration
• Database migrations
• Deployment configuration

Environment Variables

All sensitive credentials are managed via Cloudflare Workers secrets:

• REDDIT_CLIENT_ID - Reddit API client ID
• REDDIT_CLIENT_SECRET - Reddit API client secret
• OPENAI_API_KEY - OpenAI API key for sentiment analysis

Data Collection

• Frequency: Every hour via Cloudflare Workers cron with staggered collection
• Multi-Platform Schedule: Claude (0-15min), ChatGPT (15-30min), Gemini (30-45min)
• Sources: 20 posts + 5 top comments per subreddit × 3 subreddits per platform
• Analysis: ALL fetched content analyzed with OpenAI (225 items/hour total)
• Platform-Specific Prompts: Tailored sentiment analysis for each AI platform
• Storage: Posts and comments stored separately with platform_id and weighted sentiment
• Caching: 55-minute API response cache with automatic invalidation after data collection

Contributing

We welcome contributions! Please see CONTRIBUTING.md for guidelines.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments

• Reddit API for providing access to community discussions
• OpenAI for sentiment analysis capabilities
• Cloudflare for the robust infrastructure platform
• Claude AI community for the engaging discussions we monitor

Stats

• Platforms: 3 AI platforms (Claude, ChatGPT, Gemini)
• Communities: 9 subreddits monitored
• Data Collection: 225 items analyzed hourly (75 per platform)
• Analysis: Platform-specific AI-powered sentiment scoring
• Frontend: Client-side platform filtering with instant aggregation
• Performance: <1s dashboard load times with 55-minute caching
• Uptime: 99.9% via Cloudflare infrastructure

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Live Site: claudometer.app | API: api.claudometer.app