A product recommendation engine is a CRM feature that uses AI and machine learning to suggest relevant products based on customer behavior, preferences, and purchase history. This tool enhances cross-selling, upselling, and customer experience by delivering personalized recommendations. E-commerce and B2B businesses use recommendation engines to boost sales, improve customer retention, and drive higher engagement. CRM platforms integrate recommendation engines to automate product suggestions and increase revenue.