Predicting box office hits has historically been a challenging task for studios, distributors, and theater operators. Traditional forecasting relied heavily on market intuition, marketing spend, star power, and historical trends. However, the emergence of digital ticketing platforms like Fandango has revolutionized this process. By enabling analysts and studios to scrape Fandango movie listings to predict box office hits, it is now possible to access real-time, structured data on movie showtimes, ticket sales, theater performance, and audience preferences with the help of Price Comparison tool.