Understanding consumer behavior with Scraping Social Media Sentiment for E-Commerce Product Launches to improve competitive insights and sales strategies. In fact, studies show that product launches supported by sentiment analysis are up to 70% more likely to exceed revenue expectations compared to campaigns without consumer insight integration.