Strategic Festive Pricing and Demand Forecasting Enabled by Online Pooja Essentials Data Scraping for Seasonal Demand Analysis and Consumer Purchase Behavior. India’s festive calendar drives massive spikes in demand for pooja essentials such as incense sticks, diyas, agarbatti, kumkum, samagri kits, idols, and sacred oils.