Best Product Recommendation Engines for Linux of 2025

Rierino is the next backbone platform for high-growth ecommerce and digital transformation. It offers unlimited scale and flexibility to change, evolve, and expand your tech stack with its hypercomposable architecture. Every component is equipped with native intelligence features that automate, accelerate or support your decision processes. It is the optimal mix of Big Tech skills, startup agility and brains at a fraction of the cost and effort. With its immense adaptability, Rierino will complement and enhance your existing assets and not reinvent them. With an intuitive UI and real-time unified intelligence, Rierino allows you to manage everything from creating hyper-personal experiences to orchestrating omnichannel operations. With plug & play components that can be customized to meet your needs, you can create your ideal platform within weeks. We support your choice of deployment model, whether it's on-premise, private or public cloud.

AiTrillion is an all-in-one automated marketing platform that offers all the tools needed to help eCommerce sellers increase their sales. It includes unique features and integrated analytics. AiTrillion was founded solely to provide an eCommerce platform for online sellers that allows them to influence more customers by controlling their brand and customer experience to generate more sales. AiTrillion compiles all your subscribers, unknown visitors, and loyal customers in one place. They are depicted in the customer timeline starting with their first visit and ending with their first purchase. Influencing them with a variety of attributes, followed by retargeting, retention, redemption, redeeming, and capture.

The Comarch Loyalty Marketing Platform is an innovative solution created to elevate customer loyalty and engagement through dynamic loyalty programs. Designed for businesses across various sectors, this platform enables organizations to cultivate stronger connections with their customers by leveraging data insights and automation. With the Comarch platform, companies can create targeted campaigns that resonate with individual preferences, fostering increased customer retention and brand allegiance. Key functionalities include marketing automation for efficient campaign management, pre-configured customer journeys that ensure smooth interactions, and advanced personalization tools that cater to unique customer behaviors. Furthermore, the platform uses AI-driven analytics to provide deep insights into customer trends. Additional features, such as fraud detection and customizable rewards systems, empower companies to deliver meaningful incentives that encourage repeat business. With 30 years of expertise in executing the most complex loyalty initiatives, Comarch supports some of the world’s most recognized brands, such as Auchan, BP, Carrefour, Heathrow Airport, JetBlue Airlines, Galeries Lafayette, and True Digital.

Bloomreach transforms the e-commerce landscape through personalization. Its innovative data engine consolidates real-time information about customers and products, enabling businesses to gain insights into true customer desires. By linking this insight across various channels, the e-commerce experience becomes boundless, adapting to customers’ evolving preferences as they shop. Powered by Loomi, Bloomreach's AI platform for e-commerce, this approach opens up countless new avenues for making purchases. The suite of Bloomreach products encompasses Engagement, a marketing automation tool; Discovery, an advanced e-commerce search solution; Content, a headless content management system; and Clarity, which offers AI-driven conversational shopping experiences. With numerous AI patents to its name, the company caters to a diverse array of global brands, including Williams-Sonoma, Bosch, Puma, and Marks & Spencer, illustrating its broad market impact. This comprehensive approach ensures that businesses remain competitive in a rapidly changing digital marketplace.

Optimizely Commerce connect is a PaaS backend ecommerce solution combined with Optimizely’s PaaS CMS. It helps ecommerce organizations of all types create highly customized websites with a two in one content and commerce solution. Commerce Connect allows customers to: Manage content and commerce with one tool -Build customer-centric experiences that are unique and memorable -Achieve sales at global scale Personalize content and promotions -Integrate third party solutions to increase operational efficiency

Optimizely configured commerce is a SaaS-based, headless and composable ecommerce platform. It helps manufacturers and distributors scale ecommerce growth by using as much OOTB functionality or as little as they like. This saves organizations time and energy to deploy meaningful buying experience that generates revenue. Configured Commerce allows customers to: Upload their product catalog to manage product data -Use the best-of breed commerce modules directly OOTB -Deliver personalized content, campaigns, and promotions -Achieve sales and enterprise scale -Build relationships through order management and B2B sales