Question: How can I personalize my product recommendations and layouts to maximize ROI and user experience on my e-commerce site?

LimeSpot has advanced personalization abilities that customize eCommerce shopping experiences based on different types of content like images, text and videos. It tracks customer intent and adjusts recommendations in real-time to keep them relevant. The app also includes multivariate A/B testing, real-time analytics and a variety of integration options, and promises big improvements in conversion rates and average order value.

Another strong contender is Boxx.ai, which uses AI to offer behavior-based product recommendations across many different touchpoints. It integrates with Shopify and Magento, and offers features like personalized ads, category page reordering and recommendation widgets. Boxx.ai has been shown to increase conversions by 8-13% and add-to-carts by 6-9%.

For a more complete solution, Bloomreach combines real-time customer and product data with AI to personalize marketing, product discovery and content. Its platform includes tools for email marketing, web personalization, SEO and ad optimization, so it's a good option for a more serious effort to improve multichannel customer experiences and revenue growth.