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Stock Leaderboard Guide

The Stock Leaderboard is a powerful tool that provides comprehensive stock rankings and AI-powered ratings across different categories and timeframes.

How to Access the Leaderboard​

Navigate to the leaderboard through:

  • Click "Leaderboard" in the main navigation bar
  • Direct URL: localhost:3000/leaderboard

Leaderboard Categories​

The leaderboard offers 5 distinct categories to help you analyze stocks from different perspectives:

📈 This Month​

Current month's top performers with real-time rankings based on:

  • Overall rating (1-5 stars)
  • Monthly percentage change
  • AI consensus from OpenAI, Gemini, and Grok

📊 Last Month​

Previous month's performance data to identify trends and compare with current results.

🚀 Best Growth​

High-growth stocks with exceptional percentage gains, perfect for:

  • Growth investors
  • Momentum trading strategies
  • Identifying breakout stocks

💰 Best Yield​

Dividend-focused stocks ideal for:

  • Income investors
  • Retirement portfolios
  • Stable, long-term investments

🔥 Next IPO​

Upcoming Initial Public Offerings featuring:

  • Pre-IPO companies
  • Expected valuations
  • AI-predicted performance ratings

Understanding the Ratings​

Each stock displays multiple rating sources:

⭐ Overall Rating​

  • 5-star system (1.0 - 5.0)
  • Combines all AI assessments
  • Visual star display with numerical value

🤖 AI Ratings​

Individual ratings from three leading AI systems:

  • OpenAI: GPT-powered analysis
  • Gemini: Google's AI assessment
  • Grok: X's AI evaluation

How to Use the Interface​

Desktop View​

  • Sidebar navigation: Select categories from the left panel
  • Active selection: Highlighted category shows current data
  • Hover effects: Interactive elements for better UX

Mobile View​

  • Dropdown selector: "Select Category" dropdown at the top
  • Touch-friendly: Optimized for mobile interaction
  • Responsive design: Adapts to all screen sizes

Reading the Data​

Stock Information​

  • Company Name: Full legal business name
  • Symbol: Stock ticker (e.g., AAPL, TSLA)
  • Rating: Comprehensive AI-powered score
  • Change: Percentage change (+ green, - red)

Performance Indicators​

  • Positive changes: Displayed in green
  • Negative changes: Displayed in red
  • Special cases: "TBD" for upcoming IPOs

Best Practices​

For Beginners​

  1. Start with "This Month" for current market overview
  2. Compare AI ratings to understand consensus
  3. Focus on highly-rated stocks (4.0+ stars) initially

For Advanced Users​

  1. Cross-reference multiple categories
  2. Analyze rating discrepancies between AI systems
  3. Use growth vs yield data for portfolio balancing

Investment Strategy​

  • Growth investors: Focus on "Best Growth" category
  • Income investors: Prioritize "Best Yield" stocks
  • Early adopters: Monitor "Next IPO" opportunities
  • Trend followers: Compare "This Month" vs "Last Month"

Features​

✅ Real-time data updates ✅ Multiple AI perspectives for comprehensive analysis ✅ Category-based filtering for targeted research ✅ Responsive design for any device ✅ Visual rating system for quick assessment ✅ Performance tracking across timeframes