Question: Can you suggest a tool that provides predictive product recommendations for my customers based on their engagement and purchase behavior?

If you're looking for a tool that offers predictive product recommendations based on engagement and purchase behavior, Contobox is a great option. It scores user interest in products by looking at engagement and purchase behavior, and offers recommendations and advanced creative capabilities across channels. Contobox can build a rich shopper profile from multiple sources and offers real-time analytics, making it a good fit for big businesses and smaller ones.

Another top contender is RichRelevance, which uses sophisticated analytics and machine learning to offer highly personalized customer interactions. It offers personalized recommendations, browse navigation and search on the web, mobile devices and in-store. With a long history of improving conversion rates and return on investment, RichRelevance counts many big brands across many categories.

Dynamic Yield also deserves an honorable mention for its AI-powered personalization platform. It offers algorithmically matched content, products and offers to each individual customer. Dynamic Yield features include audience discovery, content and offer personalization, and predictive targeting. It's good for e-commerce and other businesses where a unified, personalized experience is key.

If you need something that's very scalable and customizable, check out Recombee. This AI-powered recommender service offers real-time recommendations through RESTful APIs and SDKs, so it's easy to integrate into just about any business. With the ability to add custom filters and boosters, Recombee can be tuned for the best KPIs and can handle more than a billion recommendations per day.