Best Product Recommendation Engines for Mac 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.

Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for building better, faster and stronger AI. We help enterprises and public sector organizations transform their data into actionable insights. Our technology is used across many industries including Defense, Retail, Manufacturing, Media and Entertainment, and more. We help our customers create innovative AI solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been a market leader in computer vision AI since winning the top five places in image classification at the 2013 ImageNet Challenge. Clarifai is headquartered in Delaware

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.

Transform your shopping experiences today to cultivate lifelong customer loyalty. Accelerate your growth with the pioneering Commerce Experience Platform, an all-in-one suite that combines data-driven personalization with merchandising solutions. The Nosto Commerce Experience Platform simplifies the process of launching highly personalized and integrated commerce experiences while providing precise control over merchandising guidelines—spanning product recommendations, curated content, dynamic overlays and popups, category pages, and much more. With our user-friendly interface and extensive range of integrations, you can effortlessly create tailored shopping experiences. Nosto’s innovative method of maintaining real-time updates for both product and shopper data ensures that every interaction is uniquely personalized. Eliminate the issues of irrelevant visuals, text, or product displays that could negatively impact your brand's image and sales. By prioritizing customer-centric solutions, you position your brand for sustained success in a competitive market.