Start Sit ’Em – AI-Driven Fantasy Football Start/Sit Tool
SaaS Web Application
Start Sit ’Em is a highly accurate fantasy football start/sit optimizer designed to help users make smarter weekly lineup decisions. The platform automatically compares NFL players using real sportsbook prop odds, including projected receiving yards, rushing yards, receptions, and touchdown probabilities.
The system analyzes live data, calculates each player’s expected performance, and delivers a clear recommendation on which player you should start in your fantasy lineup. With a clean UI, fast data processing, and a premium subscription model, this tool offers powerful, analytics-driven fantasy football insights for casual and competitive players.
Project Overview
The goal of this project was to build a modern, data-rich fantasy football analytics platform that eliminates guesswork. The web app ingests real-time NFL prop lines, normalizes them, and processes them through a custom comparison engine.
Key objectives included:
- Integrating reliable, real-time sportsbook APIs
- Designing a scoring model to compare player projections
- Ensuring fast performance during peak NFL weeks
- Building an intuitive UI optimized for quick fantasy decisions
The final product delivers fast, accurate player comparisons and supports both free users and premium subscribers with advanced ranking features.
Measurable Results
Web-Based Fantasy Football Optimizer
Platform
Real-Time Start/Sit Comparison Engine
Core Feature
Licensed NFL Prop Odds Provider
Data Source
Free + Premium Tier
Access Model
90%+ (platform claim)
Reported Accuracy
Fantasy Football Managers & DFS Players
Target Users
Challenges
- • Real-Time NFL Prop Odds Integration
- • Advanced Comparison Algorithm
- • High-Speed Performance Under Load
- • User Experience for Quick Fantasy Decisions
Solutions
- ✓ Integration of Licensed Sports Data API
- ✓ Custom Fantasy Football Comparison Engine
- ✓ Performance-Optimized Data Architecture
- ✓ Clean, Responsive UI with Subscription System