List of the Top Product Recommendation Engines for VTEX in 2026

Manago AI is a customer engagement platform designed to help marketers turn customer insights into campaigns through a simpler, prompt-driven experience. The platform, previously known as SALESmanago, is positioned as a customer data and engagement platform for eCommerce and customer lifecycle teams. It combines customer data, campaign workflows, content creation, recommendations, reporting, and cross-channel messaging in one environment. The Customer Data Platform unifies behavior, purchases, engagement, preferences, consent, and predictive signals into live customer profiles that can be used for campaigns, journeys, and personalization. Marketing automation helps teams build journeys around real customer behavior, including browsing, buying, cart abandonment, return visits, and disengagement. Commerce Marketing captures customer intent from views, carts, wishlists, back-in-stock requests, price-drop alerts, and purchase history so teams can recover revenue and create the next buying moment faster. Personalization adapts messages, offers, timing, and experiences using customer data, behavior, AI predictions, product context, interests, intent, purchase history, and journey stage. Recommendation tools use browsing history, purchase behavior, product data, and AI scoring to show products each customer is more likely to want next. Manago AI also supports email, SMS, WhatsApp, and website engagement so teams can coordinate customer journeys across the channels customers already use. Its AI layer includes predictive, generative, conversational, recommendation, and agentic AI, while AI MCP lets users access customer data and take action from ChatGPT, Claude, Cursor, and other MCP-compatible tools. By combining CDP capabilities, marketing automation, commerce marketing, personalization, recommendations, agentic AI, MCP access, integrations, APIs, and omnichannel messaging, Manago AI helps brands engage, convert, and retain customers more effectively.

SmartHint empowers small e-commerce businesses to enhance their sales by leveraging artificial intelligence that tailors product recommendations to the unique preferences of each customer. Our system customizes offerings to align with individual customer profiles, creating a sense of urgency through strategic pop-ups on product pages and during cart abandonment. As the most cost-effective intelligent search and recommendation platform in the worldwide market, we pride ourselves on accessibility, with our team ready to assist you via email, chat, or WhatsApp. Utilizing data from over 50 million users, we are able to forecast purchasing behaviors effectively. Additionally, we simplify the personalization of online storefronts by automating this crucial process. The homepage of the site now prominently features more relevant products to enhance user experience. All of these insights and analytics are provided in real-time through our comprehensive dashboard, ensuring that businesses can make informed decisions promptly. By incorporating SmartHint, e-commerce platforms can significantly improve customer engagement and satisfaction.

Unify your customer interactions across different platforms and channels to create a tailored experience at every touchpoint. By leveraging Raptor’s Merchandising Center, you can convert your recommendation modules into effective advertising spaces on your chosen channels. This method boosts the visibility of particular products, placing them strategically in front of customers to blend relevance with promotional efforts. Furthermore, you can provide instant personalized product suggestions that elevate the shopping encounter to a new level. Consequently, this tactic has the potential to increase basket sizes, enhance order values, improve revenue per visit, and significantly enrich the overall customer experience. Additionally, dispatching highly customized emails that include product recommendations specific to each customer can further deepen customer engagement and foster loyalty over time. This comprehensive approach not only meets customer needs but also positions your brand as a trusted partner in their shopping journey.

AiBUY's groundbreaking technology is poised to transform how customers interact with your brand, enabling consumers to effortlessly browse products, explore the backgrounds of entertainers and athletes, or access sports statistics right on their preferred devices. This innovative strategy not only enriches the shopping journey but also amplifies sales through effective social media and influencer marketing, while assuring smooth connectivity with eCommerce systems. By harnessing AiBUY's state-of-the-art machine learning and computer vision technologies, we can recognize products using images or videos, streamlining and enhancing the online shopping experience. This platform serves as a remarkable personalization tool, increasing product exposure and discovery for users. In addition, AiBUY provides businesses with an extensive range of data visualizations for real-time performance tracking, and we are also delving into predictive analytics tied to contextually relevant content performance. Moreover, our seamless payment systems, compatible with major services like Apple Pay, Google Pay, and Stripe, guarantee a smooth transaction experience for shoppers. As we persist in our quest for innovation, our commitment to enhancing user satisfaction and fostering revenue growth through advanced technology remains steadfast, ensuring we stay ahead in a competitive market. Ultimately, AiBUY is dedicated to redefining the eCommerce landscape for both consumers and businesses alike.