Case Study Details
Full breakdown, insights & results
Mindshare Analyzer: Kaito AI Project Growth
The Challenge
- No automated way to track mindshare growth of project leaders
- Manual analysis is slow and error-prone
The Solution
A Python tool that:
- Analyzes top-100 leaders for any project
- Tracks mindshare growth over 5+ weeks
- Generates detailed Excel and JSON reports
- Supports interactive and CLI usage
Technical Implementation
- Python: Core logic and data processing
- FastAPI: Optional web interface
- requests: Data fetching
- openpyxl: Excel report generation
- Jinja2: Templating for reports
Results
- Automated mindshare analytics
- Excel and JSON reports
- Supports 50+ projects from tickers.json
Key Features
- Top-100 leader analysis
- Multi-week growth tracking
- Excel/JSON export
- Interactive CLI and web UI
Technology Stack
- Python
- FastAPI
- requests
- openpyxl
- Jinja2
Future Roadmap
- Dashboard for visual analytics
- Alerts for rapid mindshare growth
- Integration with more data sources