Best Product Recommendation Engines for Startups

Find and compare the best Product Recommendation Engines for Startups in 2025

Use the comparison tool below to compare the top Product Recommendation Engines for Startups on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.

  • 1
    AddSearch Reviews

    AddSearch

    AddSearch

    $99.00/month
    118 Ratings
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    Enhance your website's growth and user engagement with AddSearch's innovative product and content suggestions. With AddSearch, you receive a comprehensive solution that combines site search functionality with tailored recommendations, ensuring your visitors enjoy a seamless experience. What does the Recommendations feature offer? - A variety of customizable layout options - Comprehensive control over each element - A robust rule engine for powerful filtering - Contextual filtering capabilities - Dynamic, real-time recommendations - Effortless integration with your existing systems - A solution designed for scalability With AddSearch Recommend, you can seamlessly integrate multiple types of suggestions on product pages or any other section of your website. Here are some practical applications: - Related products (filtered by brand, style, price, etc.) - Products commonly purchased together (derived from real user data) - Top-selling items - Latest articles - Highly-rated courses - Most popular travel packages In addition to the recommendation capabilities, you'll also benefit from AI-driven site search functionality that guides your visitors to the most relevant pages.
  • 2
    BytePlus Recommend Reviews
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    Fully managed service that provides product recommendations tailored to the needs of your customers. BytePlus recommend draws on our machine learning expertise to provide dynamic and targeted recommendations. Our industry-leading team has a track history of delivering recommendations on some of the most popular platforms in the world. To engage users better and make personalized suggestions based upon customer behavior, you can use the data from your users. BytePlus recommend is easy to use, leveraging your existing infrastructure and automating the machine-learning workflow. BytePlus recommend leverages our research on machine learning to deliver personalized recommendations that are tailored to your audience's preferences. Our algorithm team is highly skilled and can develop customized strategies to meet changing business goals and needs. Pricing is determined based on A/B testing results. Based on your business needs, optimization goals are set.
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    Qloo Reviews
    Top Pick
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    Qloo, the "Cultural AI", is capable of decoding and forecasting consumer tastes around the world. Privacy-first API that predicts global consumer preferences, catalogs hundreds of million of cultural entities, and is privacy-first. Our API provides contextualized personalization and insight based on deep understanding of consumer behavior. We have access to more than 575,000,000 people, places, and things. Our technology allows you to see beyond trends and discover the connections that underlie people's tastes in their world. Our vast library includes entities such as brands, music, film and fashion. We also have information about notable people. Results are delivered in milliseconds. They can be weighted with factors like regionalization and real time popularity. Companies who want to use best-in-class data to enhance their customer experiences. Our flagship recommendation API provides results based on demographics and preferences, cultural entities, metadata, geolocational factors, and metadata.
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    Luigi's Box Reviews
    Top Pick

    Luigi's Box

    Luigi's Box

    €99 per month
    68 Ratings
    Luigi's Box is a unique technological solution that uses AI to bring customers only relevant search results and personalized product suggestions, enhances the user experience, and unlocks the potential of your business. It is a year-by-year awarded easy-to-operate solution with a support team that acts in the interest of your continuous success. Luigi's Box offers easy no-code self-service integration - you only need to paste the tracking script into the header of your web. But there is more; we understand that every platform has different needs and preferences, and therefore we offer several more integration options to choose from. Luigi's Box offers several advanced features to increase search relevance and revenue and avoid fruitless searches and other unnecessary troubles, which reached out and helped companies such as O2, Mountfield, and Dr.Max. These use cases are proof that Luigi's Box is suitable for any business or industry platform on the online market.
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    Algolia Reviews
    Algolia is an API platform for dynamic experiences that helps businesses maximize the speed of search and discovery, while solving the pain of relevance tuning through AI. Accessing the right piece of content on websites and apps has never been faster or more intuitive. Algolia Search is a powerful, fully hosted API that delivers content to users in milliseconds. Developers can customize the relevance of their user experience and get insights on how users interact with it. Algolia Recommend is a robust API that allows you to build unique product recommendations into any digital e-commerce experience.
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    Optimizely One Reviews
    Optimizely is the global leader in Progressive Delivery and Experimentation. It empowers leading companies to test and deliver new features and experiences to their customers. It takes data-driven decisions, continuous experimentation, and constant innovation to create digital experiences that transform companies. Optimizely One will help you unlock your digital potential. It is essential to create human-centered digital experiences. Find out how to eliminate guesswork and make every interaction actionable. Commerce in the digital age goes beyond products, catalogs, and transactions. Selling online is about telling stories, evoking emotions and building trust. You don't owe anyone their business. Instead, you must earn it with each interaction.
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    AiTrillion Reviews

    AiTrillion

    AiTrillion

    $29 per month
    1 Rating
    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.
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    OpenWidget Reviews
    OpenWidget, a free widget plugin for your website, allows you to increase customer engagement and create consistent customer journeys by using the essential tools that are available right out of the box. Contact Card: Your customers can leave you a message, which will be sent directly to your email. - FAQ module that provides instant answers to common questions. - Product Cards that display all your hot deals or new releases. All of these features are free and you can save time and effort by using AI-enhanced products for onboarding and configuration. You can use that time to improve your customer service or close more sales.
  • 9
    Celebros Reviews
    Celebros has developed a robust recommendation engine that effectively understands your product inventory and proposes relevant items to enhance your customers' shopping experience. Its Cross Sell feature utilizes sophisticated merchandising technology that analyzes real-time search data and user behavior, suggesting complementary products from your catalog as shoppers navigate from the landing page to their shopping carts. This innovative tool empowers customers to discover and buy additional items that pair well with their current selections. By leveraging advanced natural language processing algorithms and historical purchase data, Cross-Sell provides tailored product recommendations that can help boost your average order value (AOV) and create a more customized shopping journey. Moreover, the system allows you to configure the recommendations to align with your specific merchandising strategies, recognizing that different categories, brands, and SKUs require unique approaches rather than a one-size-fits-all solution. This level of personalization not only enhances customer satisfaction but also drives repeat business by fostering a more engaging shopping environment.
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    Netcore Cloud Reviews
    Netcore Customer Engagement and Experience is an intelligent, full-stack platform that allows you to redefine growth. Full-stack growth platform for marketers, product managers, and growth managers. Raman's revolutionary predictive intelligence will help you increase conversion, retention, revenue, and profitability. Netcore delivers a world-class customer experience for marketing and product managers at customer-centric brands. Easy to use, intelligent customer engagement platform that helps you increase conversion and retention. Automate the delivery of personalized campaigns to specific customers. Netcore Customer Engagement eliminates the guesswork from how to engage customers using machine learning-backed data analysis. You can create a single profile by combining data points from every interaction your customer has with you brand across online and offline channels (website, mobile app, and marketing channels).
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    Emarsys Reviews
    Your business needs predictable, profitable results. Your customers deserve highly personalized omnichannel experiences. Unify customer data and eliminate silos through an API and open architecture to enable intelligent omnichannel engagement. Rapidly aligns business goals with industry-specific customer engagement strategies crowdsourced by leading brands. True 1:1 customer personalization across all channels and devices for increased omnichannel engagement, retention, and loyalty. To scale 1:1 personalization and optimize business results, AI and predictive analytics are integrated with marketing execution. Cross-channel execution is simplified and marketing operations are streamlined to optimize the customer experience across all channels. You can communicate with your customers in a completely personalized way across all channels with optimized content for email and direct mail.
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    Okkular Reviews
    We can help you increase sales by creating a better product catalogue and facilitating product discovery with AI. Optimize your product catalog with rich, descriptive metadata and copy. Okkular's Visual AI technology allows you to automate product enrichment. It can deliver intuitive and accurate search, filtering, and SEO driven product descriptions. Your customer will have a unique shopping experience. Our AI extracts key data from your product catalog to enable intelligent onsite personalisation. The Okkular tag-gen solution was created to automate product tagging using state-of the-art deep learning technology. Based on product images, our solution will suggest the most relevant product description tags, titles, and feature tags based upon your brand.
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    Crownpeak Product Discovery Reviews
    Crownpeak’s Product Discovery platform enhances online shopping experiences with AI-powered eCommerce search, product recommendations, and visual merchandising. By leveraging AI, it automates routine tasks, reducing manual effort and improving click-through and conversion rates. With capabilities like AI-driven personalized recommendations and sophisticated search, the platform helps retailers capture missed opportunities, enhance customer satisfaction, and increase revenue. Additionally, it simplifies internationalization by optimizing for various languages and regions, making it ideal for businesses looking to scale globally.
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    Clarifai Reviews
    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
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    SALESmanago Reviews
    SALESmanago solutions cover all key challenges of modern eCommerce business, identifies people visiting your website, analyzes their online behaviour and transactions, and uses its AI hyper-personalization engine to improve the Customer Experience and deliver perfectly tailored offers during a complete customer lifecycle in all marketing channels. It is a non-code software that is accessible to all companies and easy to integrate. Each user receives full support through educational materials and assistance from Customer Success advisors. You can find the right solution for you among a range of SALESmanago options. Unique AI-driven features we deliver: Full website personalization Dynamic 1-to-1 email marketing Multichannel abandoned cart recovery AI-powered product recommendations across all channels Loyalty programs Search Engine Turbocharger, Progressive profiling ABX Testing engine eCommerce Dashboard Workflow Generator and 650 additional features that are dedicated to eCommerce and B2C businesses.
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    excentos Workbench Reviews

    excentos Workbench

    excentos

    $269 per month
    Excentos Product Guides expertly navigate customers through a few straightforward questions to arrive at ideal product suggestions for their needs. By providing an interactive shopping experience, you empower your customers to discover which products align best with their preferences. Creating your own Product Guide in the excentos Workbench is a breeze, as it only requires five easy steps. However, product data can sometimes complicate matters, often being misrepresented or hard to decipher online. Our innovative AI Data Trainer technology allows you to enhance your product data by assigning insightful attributes. Leverage your expertise to categorize existing product data with various qualities, characteristics, or other relevant attributes. Additionally, you can develop new attributes based on your specialized knowledge and insights about the products. For instance, a range of style attributes can be established for different types of coats, showcasing the versatility and depth of your product offerings. This approach not only elevates the shopping experience but also ensures that customers receive tailored recommendations that truly resonate with their individual needs.
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    Rebuy Reviews

    Rebuy

    Rebuy Engine

    $4.49 per month
    Leading global brands leverage Rebuy's personalization platform to enhance data-driven shopping experiences, attract new customers, retain existing ones, and drive growth. Tailor unique shopping journeys for every customer by utilizing your store's past shopping data. Boost average order value (AOV) with AI-driven upselling and cross-selling strategies applied at crucial decision-making moments—from the homepage to the thank you page and further. Streamline processes and improve retention with convenient one-click subscription reactivation emails and automated follow-up messages after purchases. Enhance conversions and AOV through shareable links that lead customers to pre-filled carts and checkouts with automatically applied discounts. Merchants on Shopify Plus utilize Rebuy's script editor for crafting dynamic checkout upsells that enhance AOV and improve profit margins. Monitor the impact of Rebuy on your store's growth effortlessly, allowing you to easily identify top-performing widgets and make necessary adjustments to optimize performance. This comprehensive approach ensures that brands not only attract customers but also foster long-lasting relationships with them.
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    Searchspring Reviews

    Searchspring

    Searchspring

    $599/month
    Searchspring delivers the ultimate shopping experience. As the #1 search, merchandising, and personalization platform built exclusively for ecommerce, Searchspring enables brands to get the right product, to the right person, at the right time.
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    SmartHint Reviews

    SmartHint

    SmartHint

    $15.00/month
    SmartHint allows small e-commerces sell more by using artificial intelligence to recommend products based on their customers' needs. We adapt the products to each customer's profile. We create urgency through pop-ups on product pages, cart abandonment, and pop-ups. We are the most affordable intelligent search and recommendation system on the global market. Our team is always available to help you via email, chat, or WhatsApp. To predict buying behavior, we have data from over 50 million users. We make it easier to personalize shop windows by automating this process. The site's homepage now shows more relevant products. All the results are available in real-time in our dashboard analytics.
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    Vue.ai Reviews

    Vue.ai

    Mad Street Den

    Vue.ai, an end-to-end eCommerce platform, is trusted by more than 100+ retailers around the world, including Diesel, Nordstrom and Tata Cliq. Vue.ai is redefining retail with Artificial Intelligence. Vue.ai's products address the biggest problems in retail, using Visual AI and ML algorithms. Our AI platform is used to: Automated catalog management Automated image moderation for marketplaces Automated on-model imagery AI-enabled styling & outfitting AI-enabled dynamic 1:1 personalization Personalized shopper journeys
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    LimeSpot Reviews

    LimeSpot

    LimeSpot

    $10 / mo
    Optimize the potential of your online store's digital space with LimeSpot AI, which comprehensively understands both your offerings and your clientele. Our innovative platform fuses extensive catalog data with consumer purchasing patterns across the web, allowing us to provide real-time, tailored recommendations for every shopper. By presenting customers with the most relevant products at the perfect moment, you can enhance their shopping experience and personalize every aspect of their journey. Cater to various preferences by offering different types of recommendations and increase engagement through customized marketing emails. With features like A/B/n testing, you can refine your strategies effectively. Our platform seamlessly integrates with popular e-commerce solutions such as Shopify, Shopify Plus, BigCommerce, WooCommerce, and others. By monitoring customer intent and purchase behavior across multiple digital interactions, LimeSpot is able to gain deep insights into the shopping journey. The LimeSpot Personalizer stands out as the leading product recommendation tool, empowering you with complete control over how, when, and what recommendations are displayed to maximize your sales potential. This level of customization ensures that every customer receives a unique experience tailored just for them.
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    Recomatic Reviews

    Recomatic

    Wordsense

    $69 per month
    Online shoppers often exhibit impatience, leading to missed sales opportunities for your business. By utilizing Recomatic, you can showcase intelligent related products that not only recapture those lost sales but also enhance the shopping experience. Concerned about the setup? Don’t worry; we handle all the details for you! As an online retailer, it’s crucial to ensure that your customers can locate products quickly and effortlessly. Traditional navigation menus and search functions may not suffice, as many customers may not have a clear idea of what they want to purchase. Instead, they tend to browse, and if they don’t find anything appealing, they may become disheartened and abandon their shopping carts. With Recomatic's related products feature, you can effectively mitigate this issue. Our recommendation tool enriches the browsing journey by displaying related items that align with your visitors' interests on both product and cart pages. This streamlined approach enables customers to easily transition between products and discover exactly what they need in a shorter amount of time, significantly increasing the likelihood of a purchase. Ultimately, you'll not only improve customer satisfaction but also boost your overall sales performance.
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    Exposebox Reviews

    Exposebox

    Exposebox

    $35 per month
    Exposebox is an AI-based marketing solution, designed for multichannel marketing personalization. We use machine learning and AI-based insights to help you make the most of your data. Transform your user experience and personalize your marketing touchpoints to boost your revenue. Reach your customers in meaningful ways through social media, emails, SMS and onsite personalized experiences. Try Exposebox today and transform browsers into shoppers.
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    Webtrends Optimize Reviews

    Webtrends Optimize

    Webtrends Optimize

    $247.87 per month
    Webtrends Optimize stands out as a robust, enterprise-level experimentation platform, offering a comprehensive array of website enhancement tools designed to improve the digital experience of your visitors. Users benefit from unrestricted access to all available features, ensuring that there are no hidden charges, tiers, or necessary upgrades. The concept of website optimisation encompasses any method aimed at boosting site performance, often focusing on various success indicators or metrics such as a sales funnel that need to be improved. Enhancements in Site Speed Optimisation (SSO), Conversion Rate Optimisation (CRO), and Search Engine Optimisation (SEO) play vital roles in achieving effective website optimisation. Webtrends Optimize is not only user-friendly but also boasts powerful testing and personalisation capabilities, leveraging CRO tools to enhance visitor engagement on your website, ultimately leading to improved return on investment (ROI). By integrating these tools, businesses can ensure they are maximizing their online potential and delivering exceptional user experiences.
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    Reccodo Reviews

    Reccodo

    Reccodo

    €39 per month
    Increase your sales by crafting tailored experiences that transform your users into devoted clients through customized product suggestions and search outcomes. Showcase the most pertinent products based on both current and historical user behavior. Anticipate potential product pairings and offer them as bundles to enhance the shopping experience. Boost average order value by automatically suggesting complementary items, creating a fluid interaction for your customers! Ensure that the most relevant products are highlighted in your search bar to maintain customer interest in your brand. Our recommendation system can also propose items in real-time as users type in the search bar. Leverage your traffic data and web analytics to personalize customer experiences, engage effectively, and convert casual visitors into purchasers. By examining online behavior, we can reveal exactly what each shopper desires, leading to more successful outcomes. This strategic approach empowers businesses to deepen their understanding of customers and refine their marketing efforts accordingly.
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