Question: I need a solution that captures rich shopper data across multiple touchpoints and scores interest in products for personalized experiences.

If you're looking for a way to capture richer shopper data across multiple touchpoints and score product interest so you can personalize interactions, Dynamic Yield is a good option. The AI-powered personalization platform creates unique, algorithmically matched content, products and offers for each customer across multiple digital touchpoints, including the web, email, apps and ads. With tools like audience discovery, content and offer personalization, product recommendations and predictive targeting, it's designed to help you deliver a more personalized experience and optimize customer experience.

Another good option is Contobox, which lets advertisers create personalized digital campaigns and gather first-party data. It can combine rich shopper profiles from multiple sources and score product interest based on engagement and purchase behavior. The company offers predictive product recommendations and advanced creative abilities, and is geared for big businesses and smaller to medium-size businesses that want to get more return on investment from their campaigns.

For delivering personalized customer experiences across the web, mobile and in-store interactions, RichRelevance is worth a look. The company's technology uses sophisticated analytics and machine learning to adapt customer interactions constantly, and the company attributes sales of more than $35 billion to its technology. It offers personalized recommendations, browse and navigation, content and search, and has been used to boost conversion rates and return on investment by leading brands and retailers.

Last, Breinify offers an AI-powered personalization engine that automates and scales omnichannel consumer engagement. It can be integrated with existing marketing technology and offers features like Temporal AI for fast insights, omnichannel personalization and predictive and dynamic personalization. Breinify is used by direct-to-consumer marketers to improve engagement, conversion rates and revenue growth.