Best Product Recommendation Engines for Freelancers
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Compare the Top Product Recommendation Engines for Freelancers as of March 2026
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What are Product Recommendation Engines for Freelancers?
Product recommendation engines use algorithms and customer data to suggest personalized products to users based on their browsing behavior, past purchases, or preferences. These platforms analyze large sets of data, such as customer interactions and purchase history, to identify patterns and recommend products that are most likely to interest the individual customer. Product recommendation engines help e-commerce businesses increase sales and customer engagement by offering a more personalized shopping experience. By integrating these engines, businesses can provide relevant suggestions, improve conversion rates, and enhance customer satisfaction. Compare and read user reviews of the best Product Recommendation Engines for Freelancers currently available using the table below. This list is updated regularly.
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1
Shopify
Shopify
Shopify is a leading all-in-one commerce platform that enables businesses to start, build, and grow their online and physical stores. It offers tools to create customized websites, manage inventory, process payments, and sell across multiple channels including online, in-person, wholesale, and global markets. The platform includes integrated marketing tools, analytics, and customer engagement features to help merchants reach and retain customers. Shopify supports thousands of third-party apps and offers developer-friendly APIs for custom solutions. With world-class checkout technology, Shopify powers over 150 million high-intent shoppers worldwide. Its reliable, scalable infrastructure ensures fast performance and seamless operations at any business size.Starting Price: $29 per month -
2
AddSearch
AddSearch
Drive growth and engagement with AddSearch's product and content recommendations. With AddSearch, you will get site search and recommendations in the same package, providing your website users with a complete user experience. What is included in the Recommendations? - Diverse layout options - Opportunity to control every element - Powerful rule engine - Context-based filtering - Real-time recommendations - Easy integration - Scalable solution With AddSearch Recommend, you can add various types of recommendations on a product or any other page on your site. Examples of use cases: - Similar product (e.g. based on brand, style, price, etc.) - Frequently Bought Products (based on the actual data) - Most popular products - Newest articles - Highest-rated courses - Most viewed travel packages Additionally to the Recommendation system, you will also get an AI-powered site search to drive your traffic to the right pages.Starting Price: $119.00/month -
3
Optimizely One
Optimizely
Optimizely is the world's leader in Progressive Delivery and Experimentation, empowering leading companies to test and deliver new experiences and features to their customers. Creating digital experiences that transform your company takes data-driven decisions, continued experimentation and constant invention. Optimizely One helps you unlock your digital potential. To create helpful, human digital experiences requires constant invention from every company. A digital experience platform (DXP) should make creating behavior-driven experiences simple, crafting sophisticated content faster, collaborating easier and anticipating customer needs possible. See how you can eliminate guesswork and make every interaction actionable. Commerce in the digital age is more than transactions, products and catalogs. Selling online means telling stories, evoking emotion and establishing trust. No one owes you their business, you have to earn it with every interaction. -
4
AiTrillion
AiTrillion
AiTrillion is the only All-in-one automated marketing platform which has a package of all the required tools at one place to help the eCommerce sellers to amplify their sales with engaging unique features and integrated actionable analytics. AiTrillion’s sole motive is to introduce an eCommerce marketing platform for online sellers making an easy space for them to influence more buyers by controlling their own brand and customer experience for generating more sales. AiTrillion compiles your unknown visitors, subscribers, and loyal customers at one place and depict them in the customer timeline from their first visit to the first purchase and beyond, influencing them with variety of attributes followed by re-targeting, re-capturing, re-engaging, redeeming and retention. Send welcome messages to build a strong relationship with them. Let them know about your new arrivals or best-selling products or introduce a welcome discount code right after they subscribe.Starting Price: $29 per month -
5
OpenWidget
LiveChat, Inc.
OpenWidget is a free website widget plugin allowing you to boost your customer engagement and build consistent customer journeys with the use of essential tools available for you out of the box: - Instagram Feed Widget for websites, allowing to share your brand personality on the website; - Contact Card, giving your customers the option to leave you a message that will be sent straight to your email; - FAQ module, providing them with instant answers to all of the common questions; - Product Cards displaying all of your latest deals or hot drops. All of the above features are available for free, and with the AI-enhanced product onboarding and configuration, you can save both the time and effort that you would normally spend on configuring ecommerce software. The time that you can then use to focus on improving your customer service and closing more sales.Starting Price: Free -
6
Netcore Cloud
Netcore
Netcore Customer Engagement & Experience is an intelligent full-stack platform that gives you the power to redefine growth. Full stack growth platform for marketers, product and growth managers. Grow your conversion, retention, and revenue with Raman's game-changing predictive intelligence. Marketing and product leaders at customer-centric brands trust Netcore to deliver a world-class customer experience. Powerful, easy to use intelligent customer engagement platform helping you increase conversion & retention. Efficiently automate the delivery of highly personalized campaigns to distinct customers. Netcore Customer Engagement takes the guesswork out of how to engage with customers with data analysis backed by machine learning. Create a unified profile by stitching together data-points from every interaction a customer has with your brand across online & offline channels - website, mobile app, & marketing channels -
7
Emarsys
SAP
Deliver the predictable, profitable outcomes that your business demands. And the highly personalized omnichannel experiences that your customers deserve. Eliminates silos and unifies customer data through an open architecture and API to drive more intelligent omnichannel engagement. Rapidly aligns business objectives with proven, industry-specific customer engagement strategies crowdsourced from leading brands. Delivers true 1:1 customer personalization across all channels and devices to increase omnichannel engagement, retention and loyalty. Integrates AI and predictive analytics with marketing execution to scale 1:1 personalization and continuously optimize business results. Simplifies cross-channel execution and streamlines marketing operations to optimize the entire customer experience – not just individual channels. Enables fully personalized communication with your customers across all channels, with optimized content for email, social, mobile, web, and direct mail. -
8
Fredhopper
Rezolve Ai
Fredhopper, a Crownpeak solution, is an AI-powered product discovery platform designed for enterprise retailers and global brands. It combines advanced AI with human curation to deliver smarter search, personalized recommendations, and intelligent merchandising. Trusted by over 250 international retailers, Fredhopper helps brands increase conversions, boost average order value, and reduce manual merchandising tasks. The platform enables businesses to create localized, globally scalable shopping experiences tailored to regional trends and shopper behavior. With seamless Shopify integration and full control over brand storytelling, Fredhopper empowers retailers to turn product discovery into measurable e-commerce growth. -
9
SALESmanago
Benhauer
We help eCommerce businesses grow sales through deep customer understanding and seamless multi-channel interactions. Our approach collects real-time data on transactions, preferences, and website behavior, stored and managed in our Customer Data Platform. This data powers our Omnichannel Marketing Automation and AI-driven personalization. Our platform, co-developed with e-commerce marketers, introduces innovative tools like zero-party data collection, AI email design, and flexible workflows to address e-commerce challenges. Trusted by global brands like Adidas, Converse, and Crocs, we consistently deliver a 5-10x conversion boost and 40% annual growth, recognized by G2 for excellence. Think of us as an extension of your marketing team, always focused on delivering value, starting with a custom Growth Plan tailored to your business.Starting Price: 0 -
10
excentos Workbench
excentos
With just a few simple questions, excentos Product Guides lead every customer to their perfect product recommendations. Offer your customers an interactive shopping experience, which helps them to understand which of your products are most relevant to their needs. In just five simple steps, you can create your Product Guide in the excentos Workbench. Product data can be a hinderance instead of a boon as it is often misrepresented online or is difficult to understand. Our AI Data Trainer is a new technology which can be used to assign certain insight-based attributes for your product data. Use your expertise to assign qualities, characteristics or any other kind of attribute to existing product data. Based on your knowledge and product insights, you can create new attributes for existing product data. In this example, various style attributes have been created for the different kinds of coats.Starting Price: $269 per month -
11
Barilliance
Barilliance
Drive growth through repeat purchases, reduced churn, and increased LTV. Barilliance combines customer data from various channels (email, web activity, physical stores and CRM data) and across devices into a single 360 user profile. Drilling down to the customer level allows you to see data broken out by individual customer and session: products viewed, added to cart, purchased, and search terms used. Focus on the best opportunities and prioritize campaigns based on Barilliance 360 customer big data. You can see the size and intent of various target audiences in real time. We calculate key metrics such as LTV and average order value. Easily embed highly customized product recommendations in our point and click campaign builder. Full integration with our product recommendation engine and website personalization suite creates specific, relevant offers that go beyond simple coupons and blanket discounts.Starting Price: $250.00/month -
12
AB Tasty
AB Tasty
AB Tasty is a global leader in AI-powered experience optimization solutions empowering brands using personalization, experimentation, recommendations, and search to build better experiences on their websites and apps. Integrated into a single platform, AB Tasty offers web and API-based solutions that provide companies with a unified approach to creating seamless experiences for customers. Brands use AB Tasty’s platform to align digital, e-commerce, and product teams on revenue goals by optimizing and innovating digital experiences. Founded in 2013, AB Tasty’s customer roster includes world-leading brands such as Kering, McDonald’s, Ulta Beauty, L’Oreal, Disneyland Paris, and LVMH among others. AB Tasty has 12 offices across the globe: North America, Europe, Asia Pacific.Starting Price: $42.00/month -
13
LimeSpot
LimeSpot
Get maximum impact from your online store's real estate. LimeSpot AI understands both your products AND your customers. Our platform combines full catalog data with cross-web consumer buying behaviors to deliver real-time personalized recommendations to each and every customer. Show customers the right products at the right time. Personalize every step of the journey. Different recommendation types for different needs. Maximize value by personalized marketing emails. Platform tools such as A/B/n testing. Integrate with some big names like Shopify, Shopify Plus, BigCommerce, WooCommerce, and more. LimeSpot understands your customer intent and purchasing behavior by tracking their journey across different digital touchpoints. LimeSpot Personalizer is the most advanced product recommendation app giving you full control to completely customize how, when and what recommendations show.Starting Price: $10 / mo -
14
Recomatic
Wordsense
People that buy online are impatient and you constantly lose sales as a result. Use Recomatic to display smart Related Products and get those sales back. No time to set it up? No problem! We take care of everything for you! One of your most important jobs as an online merchant is to make sure that your customers find your products as quickly as possible. Your navigation menu and search bar are not enough, because your customers often don’t know exactly what they’re looking for; instead, they start browsing, and if nothing catches their attention, they get frustrated and leave without buying anything. Recomatic related products helps you avoid that. Our recommendation module smoothens your browsing experience by showing your visitors related products that they’ll be interested in on product and cart pages. This allows them to easily jump from one product to another and find what they are looking for in less time, making them a lot more likely to buy.Starting Price: $69 per month -
15
Webtrends Optimize
Webtrends Optimize
Webtrends Optimize is a powerful, enterprise-grade experimentation platform with a suite of website optimisation tools to enhance your visitors digital experience. Full access to all features is available, as standard, to all users. That means no paywall features, no tiers and no upgrades needed. Website optimisation is the term that describes any process of improving website performance. Typically sites will have a number of success goals or metrics that are required to be optimised, for example a sales funnel. Improvements in Site Speed Optimisation (SSO), Conversion Rate Optimisation (CRO), and even Search Engine Optimisation (SEO), can all contribute to website optimisation. Webtrends Optimize is a simple to use, yet extremely powerful testing and personalisation platform using Conversion Rate Optimisation (CRO) tools to drive better visitor experiences on your website and increase ROI.Starting Price: $247.87 per month -
16
Recommend
Recommend
Recommend empowers your business to grow in the right direction while curating your visitors' personalized shopping experience. Powered by AI, Recommend collects information and analyzes the actions taken by your customers to create a unique shopping experience for each one of them. Recommend is a personalization and 360º marketing platform for e-commerce businesses. Recommend helps brands to create a one-of-kind shopping journey to anticipate consumers' needs and desires. The future of eCommerce is to move away from seeing the audience as Segments to addressing them as Individuals. From the moment customers reach your website, your business needs to understand who they are, their journey and their interests. Our sophisticated data gathering system will collect information and analyze each action while browsing your website to create a unique shopping experience for each one of them.Starting Price: $82.38 per month -
17
Alibaba Cloud AIRec
Alibaba Cloud
Powered by Alibaba’s leading big data and artificial intelligence technologies, Alibaba Cloud Artificial Intelligence Recommendation (AIRec) provides personalized recommendation services for enterprises and developers. It is built on service accumulations in a variety of industries, such as e-commerce, content, news, live streaming, and social media. Implement personalized recommendations based on the negative feedback from users. Create a scene in the AIRec console and customize item selection and launching policies. Optimize diversified configurations based on business scenarios to improve user experience. AIRec helps you associate users with items and content to achieve efficient algorithm-based recommendations. Captures and analyzes user behavior in seconds and provides personalized recommendations within milliseconds. AIRec supports more than 1,000 QPSs. Users can refresh the page to view the latest recommended content.Starting Price: $1.65 per month -
18
Azure AI Personalizer
Microsoft
Boost conversion and engagement, and add real-time relevance to product recommendations, with reinforcement learning–based capabilities available only through Azure. Select hero content, optimize layouts, and personalize offers with two API calls. Use AI Personalizer, part of Azure AI Services, as a standalone personalization solution or to complement existing ranking engines, with no machine learning expertise required. Give customers relevant experiences that improve over time based on their behavior. Improve click-through on home pages, create personalized channels, or optimize coupon offers and terms. Let AI discover what maximizes results to stay on top of changing trends. Unlike recommendation engines that offer a few options from a large catalog, AI Personalizer presents the single best outcome for a user every time they interact with your app. Embed AI Personalizer by adding two lines of code. Easily inspect the accuracy of predictions and optimize as needed.Starting Price: $1 per 1,000 transactions -
19
Klevu
Klevu
Klevu is an intelligent site search solution designed to help e-commerce businesses increase onsite sales and improve the customer online shopping experience. Klevu powers the search and navigation experience of thousands of mid-level and enterprise online retailers by leveraging advanced semantic search, natural language processing, merchandising and multi-lingual capabilities, ensuring visitors to your site find exactly what they are looking for regardless of the device or query complexity. Klevu AI is the most human-centric based AI, designed specifically for ecommerce, and one of the most comprehensive, included in Gartner’s Market Guide 2021 for Digital commerce search. Deliver relevant search results to your customers with Klevu’s powerful and customizable search engine built exclusively for ecommerce.Starting Price: $449 per month -
20
edrone
edrone
AI-powered CRM for eCommerce. Step up to the AI-powered CRM build for eCommerce. Turn your store into a sales machine with edrone. Achieve instant ROI with advanced Marketing Automation tools. Data is the driving force behind modern eCommerce. Use it to take your operation to new heights. Learn more about every visitor to your store. Turn that information into a customized experience and offers tailored to their tastes. edrone’s built-in flexibility allows you to create any automation path to meet your store’s specific needs, but to make things easier we included a menu of some of the most common scenarios designed to improve your conversion rate and increase your store’s sales.Starting Price: $100.00/month -
21
findify
findify
Increase your eCommerce revenue by 30% with our search & personalization solutions. Delivers a unique set of search results analyzing 60+ factors about your customer’s unique browsing and buying behavior leading to greater sales conversion. A multilingual search interface that covers all the basics from spelling error tolerance to autocomplete suggestions and product matches that is also mobile-optimized. Helps your customers discover products specifically catered to them allowing you to also cross-sell and up-sell products to increase your AOV. Converts browsers to buying customers through a relevant assortment of your products that capture their interest and unique preference. Gives you actionable insight about your customer’s behavior enabling you to seize business opportunities you didn’t even think existed. Integrate on Shopify, Maropost Commerce Cloud, Magento, BigCommerce or any other platform.Starting Price: $149.00/month -
22
Coveo
Coveo
360° relevance across Websites, Ecommerce, Service, and the Workplace. Every search, recommendation, and interaction made it better. We help businesses deliver the relevant experiences people expect. With the Coveo Relevance Cloud, relevant search is just the beginning. Harness self-optimizing AI that learns from every click and query, at every touchpoint. So you can deliver experiences that get better and better, notice search relevance from Day 1, and scale to full 360° Relevance. Every click and query tells you what a customer wants. Serve up relevant product results, and tailored product and content recommendations, that they’ll want to 'add to cart. Connect each customer to the most relevant answers faster, with AI-powered customer self-service and AI-assisted agent responses. Coveo scores high marks for how we make things work, from drag-and-drop UI customizations to headless APIs and more. -
23
Related Marketing Cloud
Related Digital
Related Marketing Cloud (RMC) is a personalization and marketing automation tool for data-driven Omni-channel marketing. One-to-one consumer relationships powered by all in one platform to drive higher revenue, improve customer lifetime value, grow audience, and boost performance. We are proud to provide you the following services: Customer Data Platform, Email Marketing, Mobile Marketing, Web Targeting, Product Recommendation, Customer Journey Manager. Related Digital serves more than 1500 clients of all sizes across various industries - including brands like Estee Lauder, Delivery Hero, Ebay, Wolksvagen, Victoria's Secret, Carter's, Aviva, IKEA, Marks&Spencer, Turkcell, Starbucks, Beymen, Audi, Gap, BBVA, Turkish Airlines, Siemens. We are proud to support our clients internationally from our offices in London, Hamburg, Berlin, Dubai and Istanbul. -
24
Algonomy
Algonomy
Algonomy’s real-time CDP helps marketers provide consistent personalized customer engagement in the moment. It enables real-time activation of audiences by unifying customer identities across online and offline channels for a single view. It is built for retail with the ability to track customer behavior using 1,200+ measures and dimensions out of the box. It uses ML algorithms to create micro-segments, throw up deep insights and uncover marketing opportunities throughout the customer lifecycle. -
25
Tagalys
Tagalys
Online product merchandising by applying human + machine intelligence. Integrated solution for Site Search, Product Listing Pages & Recommendations. Transform your store's visitor experience and increase site engagement within minutes. Improve CTR upwards of 25% with visual product merchandising. Leverage the insights from your eCommerce store data to continuously improve product sorting & conversion. Instantly sequence products in any pattern to showcase diversity in your product listing pages. Instantly promote or demote products across all product listing pages based on business needs. Visually curate products in product listing pages with access to product performance insights. Features designed for effortless merchandising & improved conversion.Starting Price: $103 per month -
26
Clerk.io
Clerk.io
Convert more with intelligent search. Personalize the search experience and always show the most relevant products with a revolutionary intelligent search engine built just for e-commerce. A single engine built for ecommerce. Automatically recognize customer search intent and context with special characters, measurements, attributes, modifiers, and categories with faceted search, just like a real sales clerk. Deliver the correct search result every time even when searchers misspell or create innocent typos with intelligent autocorrect. Built-in synonym detection across multiple languages enables you to provide relevant search results that otherwise would not have been shown. Create the best user experience and simply by adding custom UX-blocks with any product attribute you would like for easy filtering to narrow down search (or category) results. Include highly relevant content from your blog, categories, and CMS pages.Starting Price: $89 per month -
27
Kevy
Kevy
The best marketing platform for growing sales. Personalize your online marketing with artificial intelligence-backed insights and hands-free automations. Shoppers want to feel a personal connection with brands they trust. Kevy helps you personalize your marketing to turn visitors into customers. Segmentation doesn't have to be so hard. Nor does it require building all the rules manually. Kevy provides truly automated segmentation using A.I. to detect everything from email lovers to high-probability buyers and look-alikes to product recommendations. Let Kevy do the work for you. Kevy helps you create consistent and relevant interactions with every shopper. Whether you want to re-engage past buyers, or encourage conversions with new visitors, Kevy is your one-stop-shop for an integrated ecommerce marketing experience.Starting Price: $250 per month -
28
Tamlitz.li
Tamlitz.li
Tamlitz.li is a platform that allows you to connect your WooCommerce store to a sophisticated AI tool that communicates personalized product recommendations to your customers via emails or text messages.Starting Price: 15$ a month -
29
Vizury
Vizury
Whether you’re an eCommerce store, a retail giant, a tech app, or a DTC brand, Vizury’s unmatched technology helps you create the best possible experiences for each customer. Vizury breaks the silos between all your customer touchpoints, web, app, email, messaging apps, and physical stores. Our platform helps you boost revenue by bringing customers back to your website, mobile app and retail stores. Vizury has helped global retail and ecommerce brands acquire and retain customers for over 10 years now. With Vizury's deep ecommerce and omnichannel retail integrations, and out-of-the-box product features, scaling revenue from online shoppers has never been easier. Vizury's customers experience growth through proven technology that is optimized to drive conversions. Brands drive millions of consumer conversions every month on Vizury. Use our team of digital marketing experts to create engaging and effective campaigns for you on Vizury. -
30
Personalization
Personalization
Each visitor is unique and needs special treatment. We do this with the help of our real time AI powered personalization technology. With AI powered eCommerce personalization, our mission is to maximize the value both for you (the ecommerce executive) and for your visitors. During the time a visitor spends on your site, he leaves some tracks. They browse through different sorts of pages, view several types of content. We track and analyze these behaviors in real time to show personalized recommended products to your visitors. Huge and permanent macro-segments containing thousands of people do not always reveal the ever changing behaviours of your visitors. That is where we come in! With the help of our AI powered personalization approach, we segment your visitors in real time forming thousands of micro-segments. That’s how we can capture behavioural changes in real time and come up with personalized recommendations that will suit the needs of your visitors.
