Personalization engines, sometimes called digital personalization engines, analyze customer data collected from outside software or from customer behavior to curate and tailor customer experiences including automated marketing efforts, websites, and product recommendations. These tools automate the process of segmenting, testing, and distributing 1:1 marketing efforts, ensuring campaigns are effective and memorable.
Personalization engines are often a feature of tools utilized by marketing teams. They are often built into or integrate with customer data platforms (CDP) and digital experience platforms (DXP). They also work closely with content experience software and A/B testing software to create a full, personalized content creation and distribution cycle.
Personalization engines overlap with e-commerce personalization software in that both aim to tailor presented content to buyers; however, the former is a more generalized engine while the latter can only be used in e-commerce contexts.
To qualify for inclusion in the Personalization Engine category, a product must:
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Optimizely is the world’s leader in digital experience optimization, allowing businesses to dramatically drive up the value of their digital products, commerce and campaigns through its best in class experimentation software platform. By replacing digital guesswork with evidence-based results, Optimizely enables product and marketing professionals to accelerate innovation, lower the risk of new features, and drive up the return on investment from digital by up to 10X. Over 26 of the Fortune 100 companies choose Optimizely to power their global digital experiences. Optimizely’s impressive customer list includes eBay, FOX, IBM, The New York Times and many more global enterprises. To learn more, visit optimizely.com.
Only Evergage’s real-time personalization and customer data platform (CDP) delivers The Power of 1, enabling companies to transform the dream of 1-to-1 engagement, across channels, into reality. Combining in-depth behavioral analytics with advanced machine learning, Evergage provides the one platform you need to systematically understand and interact with each person that visits your site, uses your app or opens your emails – one at a time, “in the moment” and at scale – to deliver a maximally relevant, individualized experience. Evergage's hundreds of clients delight their visitors, prospects and customers every day, building valuable relationships and driving greater revenues and customer loyalty through the platform.
Sailthru helps modern marketers at leading retail and media companies build deeper, longer-lasting relationships with their customers. Sailthru personalizes individual customer experiences across digital communication channels—in email, on a brand’s website and in their mobile applications. Sailthru-powered 1:1 relationships with consumers help drive higher revenue, improve customer lifetime value and reduce churn.
Dynamic Yield is an AI-powered Personalization Anywhere™ platform that delivers individualized experiences at every customer touchpoint: web, apps, email, kiosks, IoT, and call centers. The platform’s data management capabilities provide for a unified view of the customer, allowing the rapid and scalable creation of highly targeted digital interactions. Marketers, product managers, and engineers use Dynamic Yield daily for launching new personalization campaigns, running server-side and client-side A/B tests, leveraging machine-learning for product and content recommendations, and employing algorithms for smartly triggered email and push notifications. Headquartered in New York, the company serves more than 300 brands across the world.
Qubit is the leader in highly persuasive personalization at scale. Our software uses data to transform how companies understand and influence their customers. With Qubit Pro, organizations can deliver highly targeted, personalized experiences to increase revenue, build loyalty and improve marketing efficiency. We’re trusted to deliver real impact to the bottom line for the biggest brands in ecommerce, travel and gaming to transform the way they understand and influence their customers. Companies like Net-A-Porter, Farfetch, Topshop, Shiseido, Ladbrokes Coral and Emirates are using Qubit Pro to create persuasive on-site personalization. Every week Qubit is used to personalize approximately $600 million in online sales. Headquartered in London, the company has offices across Europe and the U.S. For more information, please visit: www.qubit.com
BrightInfo doubles your conversion rate using a personalization algorithm that automatically analyzes visitor behaviour and serves highly relevant content to each at suitable points during the natural browsing flow. Each visitor on-site experience is made unique, thus fostering interaction between visitors and brand. The content is served through a unique overlaying interface of branded triggers and display units. BrightInfo is completely automated. Once set up (a line of code, that’s all it takes) the algorithm runs autonomously and requires no extra-work from the site operator; there are no rules to set, no audience to segment, no assumptions to assume. The BrightInfo algorithm self-learns how to best use the site’s content assets to prolong and deepen visitors’ engagement, which leads to higher conversion rate. Much higher. A/B testing during free trial ensures BrightInfo’s impact on conversion rate is beyond reproach.
IBM Watson Real-Time Personalization helps digital marketers improve customer experience and makes personalization easier by learning through each interaction and delivering the right content to each visitor in the context of their previous interactions with the brand. Acquire More Contacts: Respond to visitors’ interests in real time with targeted messages and make a case for them to continue engaging with your brand. Enhance Customer Experience: Enhance customer experiences by delivering personalized content, based on the rules and data you have. Boost Marketing Effectiveness: Use the power of cognitive to learn from every customer interaction and continually improve your customer engagement.
Acquia Lift unifies content and customer data into one tool so organizations can deliver in-context, personalized experiences across multiple channels and devices. With the ability to target, test, and recommend content to audiences in real-time, marketers are able to deliver personalized experiences to visitors that drive engagement, conversions, and bottom-line results.
RichRelevance is the global leader in experience personalization, driving digital growth and brand loyalty for more than 200 of the world’s largest B2C and B2B brands and retailers. The company leverages advanced AI technologies to bridge the experience gap between marketing and commerce to help digital marketing leaders stage memorable experiences that speak to individuals – at scale, in real time, and across the customer lifecycle.
We believe the future of digital commerce will be defined by businesses' ability to collaborate digitally - and therefore build loyalty - with their shoppers. Currently, the tools don't exist to take businesses into the next realm of collaborative commerce by connecting omnichannel technologies. Luckily, we have engineered the modern digital commerce platform to make collaboration not only possible but efficient and effective for every sales associate in an organization. Here's how it works. 4-Tell gathers rich customer and product-centric data through 4-Tell's search, recommendations, and integration of shopper history. 4-Tell's Cognitive Commerce Engine enriches this real-time shopper data and displays it in visual, user-specific profiles through our Collaborative Commerce Platform. In showcasing shopper behavior and buying signals, we inspire sales to collaborate more effectively, online and offline, with every shopper – driving loyalty, inspiring confidence and, ultimately, boosting business results.
AB Tasty is a SAAS application created for e-marketers that enables them to optimize their websites and conversion rates without technical knowledge. They can test several versions of their website to identify which one has the greatest impact on their business objectives, e.g. click-through rate on a call to action button, add-to-cart rate, global conversion rate. Specialized knowledge no longer required Thanks to our graphical editor, you won't need any technical knowledge to make adjustments to your website. Make any changes you want in just a few clicks. Create any and all testing scenarios You can create all of your tests from the same interface: A/B tests, A/B/C tests, etc., as well as tests on pages behind logins, multi-page tests (tunnel) and multivariate tests (MVT). Precisely define the pages and visitors to include in your tests Combine unlimited criteria, whether by URL, content type, navigation behavior, device type... You can also use your own data for test targeting purposes. Measure everything Define your business indicators, whether it's your visitor engagement, conversion rate, the turnover generated, or average cart value. Put your faith in the figures We save your business indicators for each variation and compare the performance differences with the original. A statistical reliability indicator tells you whether the differences are significant and from what point you can rely on the figures for your decision making. Identify the most effective messages Use the advanced analysis feature to identify the most relevant message for each type of visitor. Deliver the right message, to the right visitor, at the right time Easily personalize the customer experience for different user segments based on information gained from testing. Pricing Information: https://www.abtasty.com/pricing/ Our short video on https://www.youtube.com/watch?v=U0bofkWpx6c
IgnitionOne Customer Intelligence enables marketers to identify, value, and engage their customers at scale. IgnitionOne Customer Intelligence provides a single platform to leverage customer data from a range of systems to power effective omnichannel targeting and personalization. IgnitionOne Customer Intelligence accumulates data from systems such as the marketer’s website, CRM, point-of-sale, mobile devices, and more -- in real-time -- to enable a true understanding of each individual customer’s real-time interests. IgnitionOne combines these robust, up-to-the-minute customer profiles with advanced machine-learning capabilities to target and engage customers with coordinated, relevant, contextually-aware messaging through online advertising such search, display, social, and metasearch; on your brand’s website; and through digital out-of-home advertising and advanced television. IgnitionOne provides Customer Intelligence for hundreds of leading brands in the travel & hospitality, retail and auto manufacturing sectors -- including leading brands such as Wyndham Worldwide, General Motors, Lowe’s, and many more.
OutreachPlus is a powerful email outreach software built for brands, publishers, and agencies to help them generate more leads, backlinks, and press mentions. OutreachPlus helps marketers and sales professionals to get more customers, increase traffic and build relationships. The main use cases for OutreachPlus are: - Marketing Outreach - Get more traffic and backlinks with personalized conversations on autopilot. We built OutreachPlus for marketers like you. - Outbound Sales - Accelerate your sales pipeline with cold emails that feel warm. Generate hot leads and real customers with automated campaigns and follow-up messages. - Public Relationships (PR) - Secure more media mentions and scale your outreach without sacrificing personalization. - Human Relationships (HR)- Attract the right job candidates with mass personalization and increase the efficiency level of your recruitment process. For more information, please visit https://outreachplus.com
Personyze is a comprehensive personalization toolkit that provides everything you need to create engaging experiences on your website and across channels, using a powerful combination of behavioral targeting, interest-based recommendations, and personalized email broadcasting. Personyze works on any website regardless of platform and can integrate with any CRM, any third-party email solution, and any analytics solution, and comes with Google Analytics integration and internal analytics out-of-the-box. The first component of Personyze is the dynamic targeting tool, which allows you to define your visitor segmentation and use the magic of Personyze to show them any content you can imagine, ranging from simple visual edits on the site to targeted emails, popups, or banners, targeted using any behavior or user variable that is technologically available, including behaviors on the site, referral source, landing page, integrated CRM data, known interests, and more. The second component is the dynamic AI-generated product/content recommendations, which are displayed anywhere on your site or in your emails, using completely customizable display widgets. With an algorithm for any situation, you can combine individual and crowd data to present recommendations like Most Popular from User Interests, View It Again, Buy It Again, Your Abandoned Cart (email or on site), Replenish Your Stock, Latest Content by Your Favorite Authors, and more. Combine this with the ability to send targeted email drips with content/product recommendations, detailed internal analytics, reporting, and KPI tracking, A/B Testing, and you have a complete solution for personalization.
Barilliance helps eCommerce sites of any size to increase sales and conversion rates by providing visitors with a personalized omnichannel shopping experience. The Barilliance eCommerce personalization suite includes cross-channel personalized product recommendations, behavioral triggered emails, real-time onsite personalization, and Live social proof notifications.
Idio makes buyer-centric marketing possible for global B2B enterprises. Idio’s Demand Orchestration platform uses Content Intelligence to predict the interests of every individual, and automatically deliver relevant 1:1 experiences across digital channels. Global leaders including Intel, Fitch Ratings, and AllianceBernstein use Idio’s AI & 1st party intent data to automate marketing complexity and engage every buyer individually.
Monetate is the leader in personalization software for consumer-facing brands. Our approach starts with the understanding that each individual is unique. We enable brands to create individualized experiences that surprise and delight customers, improving engagement and business performance. The Monetate platform is open and independent, working seamlessly across your marketing stack. Monetate is real-time too, combining marketer-driven instincts with machine learning to deliver 1-to-1 personalization at scale. Founded in 2008, Monetate influences billions of dollars in annual revenue for QVC, Newegg Inc., J. Crew Group Inc., The North Face, and hundreds of other market leaders.
Monetate Intelligent Personalization Engine's open architecture means you can connect all of your data sources to make the most intelligent decisions possible regarding your interactions with each customer. The more data you have on a customer, the more relevant and personalized customer experience you can provide.
NEON-dX packages analytics, artificial intelligence and marketing automation for enterprises to do profitable customer engagement. Learn about your customers, predict their needs and act in real time, building longer, deeper and more profitable relationships using NEON-dX. Derive deep customer insights and personalize every customer interaction across channels, in real-time and at scale gaining a unique competitive advantage.
SiteSpect is leading the advancement of customer experience optimization solutions for the world's most successful digital businesses. Only the SiteSpect's patented solutions enable customers to optimize the entire user experience from the front-end (client-side) to the back-end (server-side) while centrally managing across all channels, business units and product lines from a single platform. Unlike all other A/B testing tools, SiteSpect’s unique technology doesn't use tags or sit on top of the browser, and was built so you’ll never have to fear of data inaccuracies, site speed and flicker issues, limitations on what you can test, or deployment constraints. Instead, SiteSpect sits in the flow of your digital traffic for full visibility of requests and responses allowing for real-time business impact. Our solution is PCI compliant and fully redundant, and can be deployed via private cloud, public cloud or on-premise behind your firewall.
Triggerbee allows you to put together a Growth Stack of marketing tools without having to resort to large, monolithic cloud suites or platforms. By tying together best-of-breed tools you can collect data from your website, forms, chats, email marketing, CRM, E-Signing services and get deep customer insight which can be used for predictions, automations and targeted cross-channel communication. Triggerbee consists of 2 products: - E-Commerce - Leads --------------------- Triggered Insights: With Triggerbee Insights, you can analyze the behavior of your customers, visitors and leads and see what they are interested in. The insights on their own are very useful for B2B companies looking to identify business opportunities and new leads, because you can identify what company visits your site, if they have a record in your CRM, and how they first found your website. You can for example send all the information from a visitor session along with their activity directly into your CRM and notify one of your sales people. --------------------- Triggerbee Engage: Triggerbee Engage lets you identify anonymous website visitors and turn them into business opportunities. You can create Conversion Widgets which lets you display a personalized message to your visitors based on their previous behavior, their segment, completed goals or based on referral sources. For eCommerce businesses: Get repeat business, send out reminders to previous customers who have abandoned their shopping cart or collect e-mail addresses from people who wants to buy a product currently out of stock. Give your best customers a special offer by displaying a popup only for them, or entice new visitors to act quickly by giving them an offer they can't refuse (because it's expiring soon!) --------------------- For B2B: Identify leads and business opportunities and send them to you sales team to follow up on. If you have sent out any proposals, include a tracking link to see what your prospect are mostly interested in. --------------------- For Publishers: Direct traffic across your network of websites to build new brands or display personalized messages to new readers to get them on your e-mail list. --------------------- Triggerbee Automate: Streamline your marketing and sales with workflows to bring your website, apps and customer data together. Fire a transactional mail when a visitor clicks a button or completes a specific goal, add a label on visitors who came from a specific campaign or send any lead into your integrated CRM or E-mail system with the click of a few buttons.
Yusp is a cloud-based personalization and recommendation engine powered by machine learning algorithms, designed for small and medium sized eCommerce businesses. Shopify, PrestaShop, WooCommerce, and Magento are supported, alongside custom-built online stores. Recommendations are fully automated and can be generated for store home pages, category pages, product pages, and cart pages. Personalized recommendations can be displayed to returning visitors, and used to upsell products and increase average order values. Additional features include predictive search with product recommendations, and personalized email marketing.
Zeta Hub is an intuitive solution designed for marketers. Creating, launching and measuring lifecycle marketing campaigns is managed in 4 modules: Discover, Design, Deploy and Analyze. Discover: Empower your data in Zeta Hub’s Discover Module. Using the non-technical query tool, data can be leveraged to build customer relationships and improve strategic decision making for your marketing programs. • Access a consolidated 360° view of your customer • Manage business rules & predictive model insights • Slice and dice customer data with drag and drop functionality • Discover and save new segments and analysis for future use Design: After discovering new segments and opportunities in your data, it’s time to optimize that information in lifecycle campaigns. The Design module create multichannel campaign messages, workflows, creative and triggers to nurture and engage your customers throughout their lifecycles. Easily define and manage your business rules and assign right offer and channel for execution. • Build campaigns visually • Target audience segments • Apply exclusions • Define variable content business rules • Assign offers or channels of execution. Deploy: Once the campaign logistics are established, Deploy delivers a campaign approval process which ensures the core components of the campaign are validated before execution. • Proof and approve campaign assets • Control distributed marketing efforts • Schedule & deploy campaigns • Review campaign history Analyze: It’s time to review your achieved results. The Analyze module enables continuous measurement and optimization of your lifecycle campaigns. These insights help you understand how to make future campaigns more impactful. • Enable continuous measurement • Access library of interactive reports & dashboards • Understand campaign & channel performance • Discover new opportunities to achieve marketing goals