A recommendation engine is a type of artificial intelligence technology that analyzes user behavior and preferences to suggest relevant products, services, or content. By providing personalized recommendations, businesses can enhance customer experience, increase engagement, and drive sales, making recommendation engines a crucial tool for startups and companies looking to stay competitive in today's data-driven market.