Human-like AI personalization
A centralized AI system to automate decision making and intensify personalization across Experience OS.
Scroll down Personalize using predictive and deep learning models on web, in emails, and via mobile apps
Replicate the personal touch of in-store shopping digitally
Similar to an in-store salesperson suggesting suitable products for a shopper, the AdaptML™ system mimics human decisioning to present and recommend the most relevant products and offers to each person.
Eliminate blind spots in insight activation and learnings
The system breaks down silos between applications and consolidates data to identify in-the-moment buying intent signals, ensuring learnings are shared and applied across channels.
Lower the barrier to AI adoption and accelerate data-driven decisions
Going head-to-head with decades of human data science experience, AdaptML™ alleviates the need to allocate heavy development resources or build costly in-house algorithms.
Maximize revenue with deep
learning recommendations
Recommend the next best product
series with a self-training
multifaceted predictive model.
Algorithm modeled off the entire product catalog
Upload a product feed with millions of SKUs to power your deep learning-based recommendations.
Rapidly trained & adaptive to changes in user behavior
Self-learning quickly, frequently, and off a huge amount of data, recommendation results are continuously optimized.
Optimal strategy automatically determined
Speed up time to value with an algorithm pre configured based on site trends, user behavior, customer journey, popularity by geo-location, and more.
“We no longer have to manually choose a strategy for our Homepage recommendations, helping us deliver exceptional digital experiences while also saving us time.”
Nadav Yekutiel Head of Data, GlassesUSA.com
Predict user-intent in real time
with machine learning
Understand your customers like never before with a neural network algorithm that predicts affinity and future intent with unrivaled accuracy.
Identify one-time and complementary purchases
Affinity profiles and recommendation results update in real-time to account for one-time purchases and subsequent complementary products.
Predict multi-purchase cadences
AffinityML analyzes historical site-wide patterns to intuitively gauge purchase intervals, tailoring user affinities to each individual's unique rhythm.
Enhance affinity profiles with a powerful algorithm
Our affinity neural network algorithm is trained on both the behavior of each individual user and the site activity of all users, enabling it to understand user behavior on both micro and macro levels to deliver precise, predictive, and relevant content.
Recommend visually similar
items with image recognition
Surface attributes that can't be described with keywords to open new possibilities for your catalog and recommendations.
Get customers what they want, faster
Help your customers find exactly what they’re looking for, faster, by recommending visually similar items to the product they’re currently viewing.
Facilitate long-tail discovery
Surface similar, relevant items to the current product regardless of popularity score or metadata tags, broadening discovery across your entire catalog.
Additional capabilities baked into AdaptML TM
Enhance emails with deep learning recommendations
Take your email campaigns to the next level with recommendations predicted to drive click-through, tailored at time of open.
Serve deep learning recommendations in the app
Increase retention, engagement, and session length by recommending products that are anticipated to drive action.
Instantly identify customer intent, even in-session
Beyond past behavior, take into consideration the shopper’s current activity as well as the ever-changing trends seen across the site to refine your recommendations.
Deploy API-based deep learning campaigns
In addition to client-side support, launch your deep learning recommendations and product listing page personalization entirely through the server code for increased flexibility, control, and privacy.
Supports product feeds of all shapes and sizes
Our deep learning recommendation algorithm works with any type of product feed and isn’t dependent or sensitive to the richness of the metadata in your feed.
Deliver on the expectation of personalization
Go from serving additional products that may be of interest with global, contextual, or even affinity-based strategies to predicting items a user is most likely to engage with.
Prove deep learning’s efficacy with robust A/B testing
Compare the deep learning algorithm against any other recommendation strategy to validate your results.
Accelerate the product discovery process and increase sales
From the homepage to within emails and the mobile app, our deep learning algorithm matches consumers at various stages of the funnel with the products they are looking for, faster.
Out-of-the-box recommendation templates
Increase time to market with by selecting from dozens of recommendation templates which are ready-to-be modified and set live using the deep learning strategy.
Understand the business impact of deep learning
Use out-of-the-box testing capabilities to automatically calculate the incremental revenue uplift from deep learning recommendations.
Drive decisions based on actual user behavior
Break free of relying on visual attributes and product metadata to serve similar or complementary items, using real historical and in-session activity to deliver 1:1 recommendations.
Flexible KPI selection
Select either an out-of-the-box KPI or create your own custom metric to optimize towards when experimenting with the different experiences.
Advanced reporting & analytics
Get further insight into deep learning-based experiences by understanding how additional secondary metrics performed.
Custom attribution settings
Determine how results are calculated to align with your business goals with both session- and user-level attribution options.
Extend personalization beyond the store
Personalize every step of the customer’s journey with your brand across digital channels
Resources to fuel your efforts
As brands across industries continue to adopt deep learning, learn how it is being adapted for the delivery of product recommendations that enhance the customer experience and generate meaningful revenue.
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class="nav"></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li></li><li class="has-dropdown product menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children" data-content="product" title=""> <a href="">Product</a></li><li class="has-dropdown solutions menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children" data-content="solutions" title=""> <a href="">Solutions</a></li><li class="has-dropdown why_dy menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor menu-item-has-children" data-content="why-dynamic-yield" title="Why DY"> <a href="">Why Dynamic Yield</a></li><li class="has-dropdown company menu-has-cta menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children" data-content="company" title=""> <a href="">Company</a></li><li class="has-dropdown learning_center menu-has-cta top-link-use-cases menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children" data-content="learning-center" title=""> <a href="">Learning Center</a></li><li class="contact top-link walker-last mobile-only menu-item menu-item-type-post_type menu-item-object-page" data-content="connect-with-us" title=""> <a href="https://www.dynamicyield.com/contact/"><span class="button-arrow">Connect with us</span></a></li></ul></nav><div class="morph-dropdown-wrapper"><div class="dropdown-list"><div class="dropdown-tooltip"></div><ul><li id="product" class="dropdown links"><a href="" class="label">Product</a><div class="content"><ul><li class="intro"><div class="exp_os-wrapper"><h2>Experience OS</h2><ul class="links-list"><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="https://www.dynamicyield.com/experience-os/"><span class="menu-banner-img-wrap"><img class="menu-banner-img-desktop" src="/wp-content/uploads/2024/10/expos-nav-updated.png" width="218" height="131" /><img class="menu-banner-img-mobile" src="/wp-content/uploads/2024/10/expos-nav-updated-mobile.png" width="114" height="98" /></span><span class="menu-cta-text-wrap"><span class="menu-cta-subtitle">Get an overview of Dynamic Yield’s product and see why we’re known as the Experience OS.</span> <span class="menu-cta-button">Learn more →</span></span></a></li></ul></div></li><li class="left"><div class="key_caps-wrapper"><h2>Core Capabilities</h2><ul class="links-list"><li class="key-caps-segment menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/segmentation/"><svg version="1.1" id="audience" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 30 30" style="enable-background:new 0 0 30 30;" xml:space="preserve"><path id="audience-green" fill="#4FB294" d="M9.291,30H30V9.291C18.562737,9.291,9.291,18.562737,9.291,30z"/><path id="audience-black" d="M12.527,15.947C9.240353,12.385597,4.806085,10.093244,0,9.471V30h7.639 C7.632218,24.897682,9.35532,19.943764,12.527,15.947z"/><circle id="audience-circle" fill="#4FB294" cx="15" cy="4.967" r="4.967"/></svg>Segmentation<span>Identify, build, and analyze audiences</span></a></li><li class="key-caps-omnichannel menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/targeting/"><svg version="1.1" id="personalization" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 20.987 30" style="enable-background:new 0 0 20.987 30;" xml:space="preserve"><path id="personalization-black-2" d="M20.987,19.507c0,5.795401-4.698099,10.4935-10.4935,10.4935S0,25.302401,0,19.507H20.987z"/><path id="personalization-pink" fill="#EE3968" d="M18.143,10.245c0,4.224978-3.425022,7.649999-7.65,7.649999S2.842999,14.469978,2.842999,10.245 H18.143z"/><circle id="personalization-black-1" cx="10.494" cy="4.307" r="4.307"/></svg>Targeting<span>Serve each customer with unique offers</span></a></li><li class="key-caps-recs menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/recommendations/"><svg version="1.1" id="recs" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 30 30" style="enable-background:new 0 0 30 30;" xml:space="preserve"><path id="recs_4" d="M15.953,30H30V15.953H15.953V30z"/> <path id="recs_3" d="M0,15.953V30h14.047V15.953H0z"/><path id="recs_2" fill="#FFA354" d="M30,14.047V0H15.953v14.047H30z"/><path id="recs_1" d="M14.047,0H0v14.047h14.047V0z"/></svg>Recommendations<span>Algorithmically predict customers’ interests</span></a></li><li class="key-caps-email menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/journey-orchestration/"><svg version="1.1" id="trigger" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 26.017 30" style="enable-background:new 0 0 26.017 30;" xml:space="preserve"><path id="trigger-black" d="M14.017,12h12l-12,18V12z"/><path id="trigger-purple" fill="#5D39B9" d="M12,18H0L12,0V18z"/></svg>Journey Orchestration<span>Reach customers at critical moments</span></a></li><li class="key-caps-abtesting menu-item menu-item-type-custom menu-item-object-custom"><a href="/optimization/"><svg version="1.1" id="testing" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 28.713001 30" style="enable-background:new 0 0 28.713001 30;" xml:space="preserve"><path id="testing-blue" fill="#6BDADA" d="M15.831,0c7.114532,0,12.882001,5.767468,12.882001,12.882S22.945532,25.764,15.831,25.764l0,0V0z"/><path id="testing-black" d="M12.882,30C5.767468,30,0,24.232533,0,17.118S5.767468,4.236,12.882,4.236V30z"/></svg>Optimization<span>Experiment on any digital property</span></a></li><li class="key-caps-search menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/search/"><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> <g clip-path="url(#clip0_4082_5186)" id="cap-search-svg-bg"> <path d="M11.6757 9.81054C8.73958 9.81054 6.35089 7.42177 6.35089 4.48562C6.35089 2.62899 7.30664 0.992133 8.75134 0.0388074C8.50309 0.0155936 8.25193 0.00238037 7.99762 0.00238037C3.58066 0.00238037 0 3.58304 0 8C0 12.417 3.58066 15.9976 7.99762 15.9976C12.4146 15.9976 15.9952 12.417 15.9952 8C15.9952 7.86848 15.9916 7.73782 15.9853 7.60785C15.0166 8.94122 13.4462 9.81054 11.6757 9.81054Z" fill="black"/> <path id="cap-search-svg-circle" d="M11.6757 0.161346C11.2226 0.161346 10.7857 0.231773 10.3749 0.361649C8.62429 0.915114 7.35156 2.55436 7.35156 4.48561C7.35156 6.87003 9.29141 8.80988 11.6757 8.80988C13.5373 8.80988 15.1277 7.62753 15.7358 5.97437C15.9066 5.51 16 5.00851 16 4.48561C16 2.10119 14.0602 0.161346 11.6757 0.161346Z" fill="#FFC61E"/> </g> <defs> <clipPath id="clip0_4082_5186"> <rect width="16" height="16" fill="white"/> </clipPath> </defs> </svg>Search<span>Help customers find what they want</span></a></li></ul></div></li><li class="right"><div class="scale-wrapper"><h2>Made for Scale</h2><ul class="links-list"><li class="key_caps-element menu-item menu-item-type-custom menu-item-object-custom"><a href="/element/">Element<span>A groundbreaking new dimension of hyper-personalization</span></a></li><li class="key_caps-adaptml menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/ai/">AI & Automation<span>Increase automation, lower operational costs, and drive more revenue with a holistic AI personalization system</span></a></li><li class="key_caps-apis menu-item menu-item-type-custom menu-item-object-custom"><a href="https://www.dynamicyield.com/experience-apis/">Experience APIs<span>Give developers the tools they need to build the best customer experiences</span></a></li><li class="key_caps-enterprise menu-item menu-item-type-custom menu-item-object-custom"><a href="https://www.dynamicyield.com/enterprise-grade-personalization/">Enterprise solutions<span>Scale with security, privacy, and compliance, made for the enterprise</span></a></li></ul></div></li></ul><a href="/shopping-muse/" target="" class="banner"><div class="menu-banner"><span class="menu-cta-text"><strong>Meet Shopping Muse: </strong> Conversational commerce meets cutting-edge personalization.</span> <span class="menu-cta-button">Learn more →</span></div></a></div></li><li id="solutions" class="dropdown links"><a href="" class="label">Solutions</a><div class="content"><ul><li class="left"><div class="industries-wrapper"><h2>Industries</h2><ul class="links-list"><li class="industry-ecomm menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/ecommerce/">eCommerce</a></li><li class="industry-finserv menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/financial-services/">Financial Services</a></li><li class="industry-qsr menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/restaurants/">Restaurants</a></li><li class="industry-grocery menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/grocery/">Grocery</a></li><li class="industry-b2b menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/b2b-ecommerce/">B2B eCommerce</a></li><li class="industry-travel menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/travel/">Travel</a></li><li class="industry-gaming menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/gaming/">iGaming</a></li><li class="industry-media menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/media/">Media</a></li></ul></div></li><li class="right"><div class="channels-wrapper"><h2>Channels</h2><ul class="links-list"><li class="channels-web menu-item menu-item-type-custom menu-item-object-custom"><a href="/web/">Web<span>Create customer-centric web experiences</span></a></li><li class="channels-email menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/channels/email/">Email<span>Personalize emails with a no-code builder</span></a></li><li class="channels-mobile-apps menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/mobile/">Apps<span>Optimize mobile app experiences</span></a></li><li class="channels-ads menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/advertising/">Ads<span>Improve customer acquisition results</span></a></li></ul></div></li></ul></div></li><li id="why-dynamic-yield" class="dropdown links"><a href="" class="label">Why Dynamic Yield</a><div class="content"><ul><li class="impact-wrapper"><h2>Proven impact and success services</h2><ul class="links-list"><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/clients/">Select customers</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="/case-studies/">Case studies</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="/customer-success/">Customer success services</a></li></ul></li><li class="scale-wrapper"><h2>Built for scale</h2><ul class="links-list"><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/enterprise-grade-personalization/">Enterprise-grade solutions</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom current-menu-item"><a href="/adaptml/">AI Technology</a></li><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/gdpr-and-privacy/">GDPR and data privacy</a></li><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/security/">Security</a></li><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/compliance/">Compliance</a></li></ul></li><li class="network-wrapper"><h2>Robust partner network</h2><ul class="links-list"><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/partners/">Partner library</a></li><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/partner-program/">Partnership program</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="/partners/#technology-partners">Tech Partners and Integrations</a></li></ul></li><li class="resources-wrapper"><h2>Extensive product resources</h2><ul class="links-list"><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="https://support.dynamicyield.com/hc/en-us">Knowledge Base</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="http://academy.dynamicyield.com/">Academy & Certification</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="https://support.dynamicyield.com/hc/en-us/community/topics">Community</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="https://dy.dev/">API documentation</a></li></ul></li></ul><a href="https://www.dynamicyield.com/personalization-awards/" target="_self" class="banner"><div class="menu-banner"><div class="menu-cta--left"> <img src="/wp-content/uploads/2023/11/2023-award-badge.svg" width="60" height="60" /></div><div class="menu-cta--right"> <strong class="menu-cta-title">The Personalization Awards</strong> <span class="menu-cta-subtitle">Celebrating customers and partners setting the gold-standard for personalization</span> <span class="menu-cta-button">Learn more →</span></div></div></a></div></li><li id="company" class="dropdown button"><a href="" class="label">Company</a><div class="content"><ul class="links-list"><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="https://www.mastercard.com/us/en/for-the-world/about-us.html">About us</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="/blog/">Blog</a></li><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/labs/">DY Labs</a></li><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/careers/">Careers</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="https://events.dynamicyield.com/">Events</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="https://www.mastercard.com/us/en/news-and-trends/stories.html">Press</a></li><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/awards-and-recognitions/">Awards</a></li><li class=" menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/contact/">Contact us</a></li><li class=" menu-item menu-item-type-custom menu-item-object-custom"><a href="/request-demo/">Request a demo</a></li></ul></div></li><li id="learning-center" class="dropdown links"><a href="" class="label">Learning Center</a><div class="content"><ul><li class="top"><ul class="links-list"><li class="resources-xp hidden-mobile menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/learn/">Take your knowledge to exponential levels</a></li><li class="hidden-desktop menu-item menu-item-type-custom menu-item-object-custom"><a href="/learn/">XP<sup>2</sup> Hub<span>Take your knowledge to exponential levels</span></a></li><li class="resources-paths menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/learning-paths/">Learning Paths<span>Curated courses on key skill areas</span></a></li><li class="resources-webinars menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/talks/">Talks<span>Engaging discussions taking place in CX</span></a></li><li class="resources-articles menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/articles/">Articles<span>An expansive collection of in-depth playbooks</span></a></li><li class="resources-glossary menu-item menu-item-type-custom menu-item-object-custom"><a href="/glossary-terms/">Encyclopedia<span>A glossary of experience optimization terms</span></a></li><li class="resources-use-cases menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.dynamicyield.com/personalization-examples/">Inspiration Library<span>Personalization examples from real brands</span></a></li><li class="resources-maturity menu-item menu-item-type-custom menu-item-object-custom"><a href="https://www.dynamicyield.com/personalization-maturity/"><strong class="badge-new">Personalization Maturity</strong><span>How global businesses prioritize personalization</span></a></li><li class="resources-guides menu-item menu-item-type-custom menu-item-object-custom"><a href="/guides/">Guides & reports<span>Comprehensive topic-specific materials</span></a></li><li class="resources-benchmarks menu-item menu-item-type-custom menu-item-object-custom"><a href="https://marketing.dynamicyield.com/benchmarks/">Benchmarks<span>Industry performance metrics and insights</span></a></li></ul></li><li class="bottom"><a href="/rooted-personalization/" target="_self"><div class="menu-banner"><div class="menu-cta--left"> <img src="/wp-content/uploads/2023/03/rooted-icon.svg" width="60" height="60" /></div><div class="menu-cta--right"> <strong class="menu-cta-title">Rooted Personalization<span>new</span></strong> <span class="menu-cta-subtitle">Learn a scalable methodology for building an audience-based personalization program.</span> <span class="menu-cta-button">Find out more →</span></div></div></a></li></ul></div></li><li class="contact top-link walker-last mobile-only menu-item menu-item-type-post_type menu-item-object-page" data-content="connect-with-us" title=""> <a href="https://www.dynamicyield.com/contact/"><span class="button-arrow">Connect with us</span></a></li></ul><div class="bg-layer" aria-hidden="true"></div></div></div></li></ul></nav></div><div class="topnav-buttons"><div class="language-switcher header-language-switcher"><ul><li>en<ul><li><a class="active" href="https://www.dynamicyield.com/adaptml/">English</a></li><li><a href="https://www.dynamicyield.com/es/adaptml/">Español</a></li><li><a href="https://www.dynamicyield.com/de/adaptml/">Deutsch</a></li><li><a href="https://www.dynamicyield.com/fr/adaptml/">Français</a></li><li><a href="https://www.dynamicyield.com/ja/adaptml/">日本語</a></li></ul></li></li></ul></div> <a class="pulse-button v5 pulsed nav_btn" href="/request-demo/"> <span class="button-inner"> Talk to sales </span> </a> <a href="" class="nav-trigger"> Open Nav <span class="nav-trigger-box"><span class="nav-trigger-inner"></span></span> </a></div></div></header><div id="top-nav-backdrop"></div><div id="et-main-area"><div data-elementor-type="wp-page" data-elementor-id="154556" class="elementor elementor-154556" data-elementor-settings="[]"><div class="elementor-inner"><div class="elementor-section-wrap"><section class="elementor-element elementor-element-1c45735e elementor-section-height-full elementor-section-content-middle top-section elementor-section-boxed elementor-section-height-default elementor-section-items-middle elementor-section elementor-top-section" data-id="1c45735e" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-80a2a30 top-title-col elementor-column elementor-col-33 elementor-top-column" data-id="80a2a30" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-68703825 elementor-widget elementor-widget-heading" data-id="68703825" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h1 class="elementor-heading-title elementor-size-default"><span>Human-like</span> AI personalization</h1></div></div></div></div></div><div class="elementor-element elementor-element-3e461f62 top-image-col elementor-column elementor-col-33 elementor-top-column" data-id="3e461f62" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-574c4fca circle-col elementor-widget elementor-widget-html" data-id="574c4fca" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="circle-wrap"><div class="circle circle-0"></div><div class="circle circle-1"></div><div class="circle circle-2"></div><div class="circle circle-3"></div><div class="circle circle-4"></div><div class="circle circle-5"></div><div class="circle circle-6"></div><div class="circle circle-7"></div><div class="circle circle-8"></div><div class="circle circle-9"></div><div class="circle circle-10"></div><div class="circle circle-11"></div><div class="circle circle-12"></div><div class="circle circle-13"></div><div class="circle circle-14"></div><div class="circle circle-15"></div><div class="circle circle-16"></div></div><div class="circle-shadow"></div></div></div></div></div></div><div class="elementor-element elementor-element-2c09c8ab top-copy-col elementor-column elementor-col-33 elementor-top-column" data-id="2c09c8ab" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-6a69f802 elementor-widget elementor-widget-html" data-id="6a69f802" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"> <img decoding="async" src="/wp-content/uploads/2023/03/adaptml-icon.svg" alt="AdaptML logo"><p>A centralized AI system to automate decision making and intensify personalization across Experience OS.</p> <a href="#adaptnav"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"> <g id="Down-arrow" transform="translate(-1021 -565)"> <g id="BG" transform="translate(1045 589) rotate(180)" fill="rgba(0,0,0,0)" stroke="#ffe5b4" stroke-width="1"> <circle cx="12" cy="12" r="12" stroke="none"/> <circle cx="12" cy="12" r="11.5" fill="none"/> </g> <path id="Polygon_2" data-name="Polygon 2" d="M4,0,8,5H0Z" transform="translate(1037 580) rotate(180)" fill="#ffe5b4"/> </g> </svg> <span>Scroll down</span></a></div></div></div></div></div></div></div></section><section class="elementor-element elementor-element-2e450e5 elementor-section-content-middle nav-section elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section" data-id="2e450e5" data-element_type="section" id="adaptnav" data-settings="{"sticky":"top","motion_fx_motion_fx_scrolling":"yes","motion_fx_devices":["desktop","tablet","mobile"],"sticky_on":["desktop","tablet","mobile"],"sticky_offset":0,"sticky_effects_offset":0}"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-2feeec96 elementor-column elementor-col-100 elementor-top-column" data-id="2feeec96" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-63ed9579 elementor-widget elementor-widget-html" data-id="63ed9579" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="adapt-logo"><figure class="adapt-logo_dy"> <svg xmlns="http://www.w3.org/2000/svg" xml:space="preserve" id="Layer_1" x="0" y="0" version="1.1" viewBox="0 0 266.8 164.9"><g id="XMLID_23_"><path fill="#ff5f00" d="M97.3 17.5h72.2v129.7H97.3z"></path><path id="XMLID_35_" fill="#eb001b" d="M101.9 82.4c0-26.3 12.3-49.7 31.5-64.8-14-11-31.7-17.6-51-17.6C36.9-.1 0 36.8 0 82.4c0 45.5 36.9 82.5 82.5 82.5 19.2 0 36.9-6.6 51-17.6-19.3-15.2-31.6-38.6-31.6-64.9z"></path><path d="M266.8 82.4c0 45.5-36.9 82.5-82.5 82.5-19.2 0-36.9-6.6-51-17.6 19.2-15.1 31.5-38.5 31.5-64.8s-12.3-49.7-31.5-64.8c14-11 31.7-17.6 51-17.6 45.6-.2 82.5 36.7 82.5 82.3zM259 133.5v-2.7h1.1v-.5h-2.7v.5h1.1v2.7h.5zm5.3 0v-3.2h-.8l-1 2.2-1-2.2h-.8v3.2h.6v-2.4l.9 2.1h.6l.9-2.1v2.4h.6z" fill="#f79e1b"></path></g></svg></figure><figure class="adapt-logo_adapt"> <img decoding="async" src="/wp-content/uploads/2023/03/adaptml.svg" alt="AdaptML logo"></figure></div><div class="adapt-nav"> <a href="#overview" title="Overview">Overview</a> <a href="#recommendations" title="NextML">NextML</a> <a href="#affinity" title="AffinityML">AffinityML</a> <a href="#copywrite" title="VisualML">VisualML</a> <a href="/request-demo/" title="Talk to sales" class="adapt-nav-btn">Talk to sales</a></div></div></div></div></div></div></div></div></section><section class="elementor-element elementor-element-5a780a3d overview-section module elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section" data-id="5a780a3d" data-element_type="section" id="overview"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-11e3ad4c elementor-column elementor-col-100 elementor-top-column" data-id="11e3ad4c" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-6d6eaf26 elementor-widget elementor-widget-heading" data-id="6d6eaf26" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h2 class="elementor-heading-title elementor-size-default">Personalize using predictive and deep learning models on web, in emails, and via mobile apps</h2></div></div><section class="elementor-element elementor-element-4f240f92 elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="4f240f92" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-dfdac79 elementor-column elementor-col-33 elementor-inner-column" data-id="dfdac79" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-337edfe0 elementor-position-top elementor-vertical-align-top elementor-widget elementor-widget-image-box" data-id="337edfe0" data-element_type="widget" data-widget_type="image-box.default"><div class="elementor-widget-container"><div class="elementor-image-box-wrapper"><figure class="elementor-image-box-img"><img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/touch.svg" class="attachment-full size-full" alt="" /></figure><div class="elementor-image-box-content"><h4 class="elementor-image-box-title">Replicate the personal touch of in-store shopping digitally</h4><p class="elementor-image-box-description">Similar to an in-store salesperson suggesting suitable products for a shopper, the AdaptML™ system mimics human decisioning to present and recommend the most relevant products and offers to each person.</p></div></div></div></div></div></div></div><div class="elementor-element elementor-element-b09077e elementor-column elementor-col-33 elementor-inner-column" data-id="b09077e" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-50a5950c elementor-position-top elementor-vertical-align-top elementor-widget elementor-widget-image-box" data-id="50a5950c" data-element_type="widget" data-widget_type="image-box.default"><div class="elementor-widget-container"><div class="elementor-image-box-wrapper"><figure class="elementor-image-box-img"><img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/pattern-recognition.svg" class="attachment-full size-full" alt="" /></figure><div class="elementor-image-box-content"><h4 class="elementor-image-box-title">Eliminate blind spots in insight activation and learnings</h4><p class="elementor-image-box-description">The system breaks down silos between applications and consolidates data to identify in-the-moment buying intent signals, ensuring learnings are shared and applied across channels.</p></div></div></div></div></div></div></div><div class="elementor-element elementor-element-28efa28f elementor-column elementor-col-33 elementor-inner-column" data-id="28efa28f" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-19a89e9d elementor-position-top elementor-vertical-align-top elementor-widget elementor-widget-image-box" data-id="19a89e9d" data-element_type="widget" data-widget_type="image-box.default"><div class="elementor-widget-container"><div class="elementor-image-box-wrapper"><figure class="elementor-image-box-img"><img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/stats.svg" class="attachment-full size-full" alt="" /></figure><div class="elementor-image-box-content"><h4 class="elementor-image-box-title">Lower the barrier to AI adoption and accelerate data-driven decisions</h4><p class="elementor-image-box-description">Going head-to-head with decades of human data science experience, AdaptML™ alleviates the need to allocate heavy development resources or build costly in-house algorithms.</p></div></div></div></div></div></div></div></div></div></section></div></div></div></div></div></section><section class="elementor-element elementor-element-7568bdb6 elementor-section-full_width module rec-section-parent elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section" data-id="7568bdb6" data-element_type="section" id="recommendations"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-77e14a15 elementor-column elementor-col-100 elementor-top-column" data-id="77e14a15" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><section class="elementor-element elementor-element-5189352c rec-section elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="5189352c" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-493c6eeb elementor-column elementor-col-100 elementor-inner-column" data-id="493c6eeb" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-2068ae24 elementor-widget elementor-widget-heading" data-id="2068ae24" data-element_type="widget" id="NextML" data-widget_type="heading.default"><div class="elementor-widget-container"> <span class="elementor-heading-title elementor-size-default">NextML</span></div></div><div class="elementor-element elementor-element-3a43eae8 elementor-widget elementor-widget-heading" data-id="3a43eae8" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h2 class="elementor-heading-title elementor-size-default">Maximize revenue with deep<br> learning recommendations</h2></div></div><div class="elementor-element elementor-element-17597ff2 anim-block elementor-widget elementor-widget-html" data-id="17597ff2" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="anim-img-block"><div class="anim-img-col anim-img-col-1"><div class="anim-img anim-img-1"></div><div class="anim-img anim-img-2"></div><div class="anim-img anim-img-3"></div></div><div class="anim-img-col anim-img-col-2"><div class="anim-img anim-img-4"></div><div class="anim-img anim-img-5"></div><div class="anim-img anim-img-6"></div></div><div class="anim-img-col anim-img-col-3"><div class="anim-img anim-img-7"></div></div> <svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
viewBox="0 0 275.5 250.5" style="enable-background:new 0 0 275.5 250.5;" xml:space="preserve"> <g id="lines" transform="translate(-60.972 -496.559)"> <line id="Line_103" class="st0" x1="72" y1="499.1" x2="209.3" y2="621.8"/> <line id="Line_104" class="st0" x1="209.3" y1="499.1" x2="72" y2="621.8"/> <line id="Line_105" class="st0" x1="72" y1="621.8" x2="209.3" y2="744.6"/> <line id="Line_106" class="st0" x1="209.3" y1="621.8" x2="72" y2="744.6"/> <line id="Line_107" class="st0" x1="63.5" y1="621.8" x2="313.8" y2="621.8"/> <line id="Line_108" class="st0" x1="63.5" y1="499.1" x2="208.3" y2="499.1"/> <line id="Line_109" class="st0" x1="63.5" y1="744.6" x2="218.4" y2="744.6"/> <path id="Path_9124" class="st0" d="M209.3,499.1h68.5c31,0,56.2,25.2,56.2,56.2l0,0v66.6"/> <path id="Path_9125" class="st0" d="M209.3,744.6h68.5c31,0,56.2-25.2,56.2-56.2l0,0v-66.6"/> <path id="Path_9126" class="st0" d="M188.6,621.8"/> </g> </svg></div><div class="anim-text-block">Recommend the next best product <br>series with a self-training <br>multifaceted predictive model.</div></div></div><div class="elementor-element elementor-element-30526ed2 point-wrap elementor-widget elementor-widget-html" data-id="30526ed2" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="point-block"><h4>Algorithm modeled off the entire product catalog</h4><p>Upload a product feed with millions of SKUs to power your deep learning-based recommendations.</p></div><div class="point-block"><h4>Rapidly trained & adaptive to changes in user behavior</h4><p>Self-learning quickly, frequently, and off a huge amount of data, recommendation results are continuously optimized.</p></div><div class="point-block"><h4>Optimal strategy automatically determined</h4><p>Speed up time to value with an algorithm pre configured based on site trends, user behavior, customer journey, popularity by geo-location, and more.</p></div></div></div></div></div></div></div></div></section></div></div></div></div></div></section><section class="elementor-element elementor-element-594b05a5 cs-section cs-glasses elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section" data-id="594b05a5" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-2a3b7d11 cs-quote-block elementor-column elementor-col-50 elementor-top-column" data-id="2a3b7d11" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-119c64ec elementor-widget elementor-widget-image" data-id="119c64ec" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/glasses-usa.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-645021af elementor-widget elementor-widget-html" data-id="645021af" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="cs-quote-copy"> “We no longer have to manually choose a strategy for our Homepage recommendations, helping us deliver exceptional digital experiences while also saving us time.”</div><div class="cs-quote-author-wrap"><div class="cs-quote-head"> <img decoding="async" src="/wp-content/uploads/2017/09/tinygif.gif" data-src="/wp-content/uploads/2021/03/nadav.png|/wp-content/uploads/2021/03/nadav@x2.png" alt="Nadav Yekutiel" class="b-lazy" width="70" height="70"></div><div class="cs-quote-author"> <strong>Nadav Yekutiel</strong> <span>Head of Data, GlassesUSA.com</span></div></div></div></div></div></div></div><div class="elementor-element elementor-element-28bd51f5 cs-number-block elementor-column elementor-col-50 elementor-top-column" data-id="28bd51f5" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-1e7519b4 elementor-widget elementor-widget-html" data-id="1e7519b4" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="cs-number-box"> <strong>88%</strong> <span>increase in ARPU</span></div><div class="cs-number-box"> <strong>68%</strong> <span>increase in purchases</span></div> <a class="cs-link" href="/case-studies/Glassesusa/" title="Read the full case study">Read the full case study →</a></div></div></div></div></div></div></div></section><section class="elementor-element elementor-element-1b4cfdb elementor-section-full_width module rec-section-parent elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section" data-id="1b4cfdb" data-element_type="section" id="affinity"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-43fec7d7 elementor-column elementor-col-100 elementor-top-column" data-id="43fec7d7" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><section class="elementor-element elementor-element-3cc2746e rec-section elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="3cc2746e" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-19fd4f29 elementor-column elementor-col-100 elementor-inner-column" data-id="19fd4f29" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-2a3aff3a elementor-widget elementor-widget-heading" data-id="2a3aff3a" data-element_type="widget" id="AffinityML" data-widget_type="heading.default"><div class="elementor-widget-container"> <span class="elementor-heading-title elementor-size-default">AffinityML</span></div></div><div class="elementor-element elementor-element-7a6638b9 elementor-widget elementor-widget-heading" data-id="7a6638b9" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h2 class="elementor-heading-title elementor-size-default">Predict user-intent in real time <br>with machine learning</h2></div></div><div class="elementor-element elementor-element-5bba817e anim-block elementor-widget elementor-widget-html" data-id="5bba817e" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="anim-img-block"><div class="anim-img-block-cube"></div><div class="anim-img-block-aff-1"></div><div class="anim-img-block-aff-2"></div><div class="anim-img-block-aff-3"></div><div class="anim-img-block-aff-4"></div><div class="anim-img-block-aff-5"></div><div class="anim-img-block-aff-6"></div><div class="anim-img-block-aff-7"></div><div class="anim-img-block-aff-8"></div> <svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
viewBox="0 0 267.8 256.9" style="enable-background:new 0 0 267.8 256.9;" xml:space="preserve"><style type="text/css">.affst0{fill:#CBE0CB;}</style><path id="affinity-bg" class="affst0" d="M42.7,226.5c0,0,115.4,57,163.4,15s111-171,0-222s-162,9-195,57S28.2,220,42.7,226.5z"/> </svg></div><div class="anim-text-block">Understand your customers like never before with a neural network algorithm that predicts affinity and future intent with unrivaled accuracy.</div></div></div><div class="elementor-element elementor-element-7e8130e2 point-wrap elementor-widget elementor-widget-html" data-id="7e8130e2" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="point-block"><h4>Identify one-time and complementary purchases</h4><p>Affinity profiles and recommendation results update in real-time to account for one-time purchases and subsequent complementary products.</p></div><div class="point-block"><h4>Predict multi-purchase cadences</h4><p>AffinityML analyzes historical site-wide patterns to intuitively gauge purchase intervals, tailoring user affinities to each individual's unique rhythm.</p></div><div class="point-block"><h4>Enhance affinity profiles with a powerful algorithm</h4><p>Our affinity neural network algorithm is trained on both the behavior of each individual user and the site activity of all users, enabling it to understand user behavior on both micro and macro levels to deliver precise, predictive, and relevant content.</p></div></div></div></div></div></div></div></div></section></div></div></div></div></div></section><section class="elementor-element elementor-element-209be742 elementor-section-full_width module rec-section-parent elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section" data-id="209be742" data-element_type="section" id="copywrite"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-4e15fb5e elementor-column elementor-col-100 elementor-top-column" data-id="4e15fb5e" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><section class="elementor-element elementor-element-15d5f7d9 rec-section elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="15d5f7d9" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-7c8a4f9a elementor-column elementor-col-100 elementor-inner-column" data-id="7c8a4f9a" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-4f45370f elementor-widget elementor-widget-heading" data-id="4f45370f" data-element_type="widget" id="VisualML" data-widget_type="heading.default"><div class="elementor-widget-container"> <span class="elementor-heading-title elementor-size-default">VisualML</span></div></div><div class="elementor-element elementor-element-3433a2e1 elementor-widget elementor-widget-heading" data-id="3433a2e1" data-element_type="widget" id="VisualML" data-widget_type="heading.default"><div class="elementor-widget-container"><h2 class="elementor-heading-title elementor-size-default">Recommend visually similar <br>items with image recognition</h2></div></div><div class="elementor-element elementor-element-3ba7eeb0 anim-block elementor-widget elementor-widget-html" data-id="3ba7eeb0" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="anim-img-block"><div class="anim-img-block-gears"></div><div><img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2024/01/Static-VisualML-Couch-1.png" width="325" class="visual-couch" /></div><div class="visual-couch"></div><div class="visual-couch"></div> <br></div><div class="anim-text-block">Surface attributes that can't be described with keywords to open new possibilities for your catalog and recommendations.</div></div></div><div class="elementor-element elementor-element-6e3ddff5 point-wrap elementor-widget elementor-widget-html" data-id="6e3ddff5" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"><div class="point-block"><h4>Get customers what they want, faster</h4><p>Help your customers find exactly what they’re looking for, faster, by recommending visually similar items to the product they’re currently viewing.</p></div><div class="point-block"><h4>Facilitate long-tail discovery</h4><p>Surface similar, relevant items to the current product regardless of popularity score or metadata tags, broadening discovery across your entire catalog.</p></div></div></div></div></div></div></div></div></section></div></div></div></div></div></section><section class="elementor-element elementor-element-aa4651a capability-section elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section" data-id="aa4651a" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-5c3cdf6f elementor-column elementor-col-100 elementor-top-column" data-id="5c3cdf6f" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-4d0928c2 elementor-widget elementor-widget-heading" data-id="4d0928c2" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h2 class="elementor-heading-title elementor-size-default">Additional capabilities baked into AdaptML <sup>TM</sup></h2></div></div><section class="elementor-element elementor-element-78f4603a capability-icons-row elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="78f4603a" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-371c67b4 elementor-column elementor-col-33 elementor-inner-column" data-id="371c67b4" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-24cea254 capability-icons-img elementor-widget elementor-widget-image" data-id="24cea254" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/email-recs.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-2dcf6ced capability-icons-title elementor-widget elementor-widget-heading" data-id="2dcf6ced" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Enhance emails with deep learning recommendations</h4></div></div><div class="elementor-element elementor-element-55312a9d capability-icons-text elementor-widget elementor-widget-text-editor" data-id="55312a9d" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Take your email campaigns to the next level with recommendations predicted to drive click-through, tailored at time of open. <button class="arrow-animation"> <a class="capability-icons-link" href="/email/">More on Email Personalization</a> </button></div></div></div></div></div></div><div class="elementor-element elementor-element-506747ed elementor-column elementor-col-33 elementor-inner-column" data-id="506747ed" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-383320b1 capability-icons-img elementor-widget elementor-widget-image" data-id="383320b1" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/app-recs.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-304dffc8 capability-icons-title elementor-widget elementor-widget-heading" data-id="304dffc8" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Serve deep learning recommendations in the app</h4></div></div><div class="elementor-element elementor-element-f35274a capability-icons-text elementor-widget elementor-widget-text-editor" data-id="f35274a" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Increase retention, engagement, and session length by recommending products that are anticipated to drive action. <button class="arrow-animation"> <a class="capability-icons-link" href="/mobile/">More on Mobile App Personalization</a> </button></div></div></div></div></div></div><div class="elementor-element elementor-element-535b9ab1 elementor-column elementor-col-33 elementor-inner-column" data-id="535b9ab1" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-6fa45776 capability-icons-img elementor-widget elementor-widget-image" data-id="6fa45776" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/in-session.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-118ffa88 capability-icons-title elementor-widget elementor-widget-heading" data-id="118ffa88" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Instantly identify customer intent, even in-session</h4></div></div><div class="elementor-element elementor-element-3a3237e6 capability-icons-text elementor-widget elementor-widget-text-editor" data-id="3a3237e6" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Beyond past behavior, take into consideration the shopper’s current activity as well as the ever-changing trends seen across the site to refine your recommendations.</div></div></div></div></div></div></div></div></section><section class="elementor-element elementor-element-22cb1a54 capability-icons-row elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="22cb1a54" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-664c9610 elementor-column elementor-col-33 elementor-inner-column" data-id="664c9610" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-4e03e685 capability-icons-img elementor-widget elementor-widget-image" data-id="4e03e685" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/api.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-662088f capability-icons-title elementor-widget elementor-widget-heading" data-id="662088f" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Deploy API-based deep learning campaigns</h4></div></div><div class="elementor-element elementor-element-4c36253b capability-icons-text elementor-widget elementor-widget-text-editor" data-id="4c36253b" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">In addition to client-side support, launch your deep learning recommendations and product listing page personalization entirely through the server code for increased flexibility, control, and privacy. <button class="arrow-animation"> <a class="capability-icons-link" href="/experience-apis/">More on eXPerience APIs</a> </button></div></div></div></div></div></div><div class="elementor-element elementor-element-2f9d28e4 elementor-column elementor-col-33 elementor-inner-column" data-id="2f9d28e4" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-4e439fbe capability-icons-img elementor-widget elementor-widget-image" data-id="4e439fbe" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/feed.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-55fb7a46 capability-icons-title elementor-widget elementor-widget-heading" data-id="55fb7a46" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Supports product feeds of all shapes and sizes</h4></div></div><div class="elementor-element elementor-element-7ddf0b8d capability-icons-text elementor-widget elementor-widget-text-editor" data-id="7ddf0b8d" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Our deep learning recommendation algorithm works with any type of product feed and isn’t dependent or sensitive to the richness of the metadata in your feed.</div></div></div></div></div></div><div class="elementor-element elementor-element-45df18a elementor-column elementor-col-33 elementor-inner-column" data-id="45df18a" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-484d2199 capability-icons-img elementor-widget elementor-widget-image" data-id="484d2199" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/personalization.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-69830b6d capability-icons-title elementor-widget elementor-widget-heading" data-id="69830b6d" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Deliver on the expectation of personalization</h4></div></div><div class="elementor-element elementor-element-12c3efae capability-icons-text elementor-widget elementor-widget-text-editor" data-id="12c3efae" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Go from serving additional products that may be of interest with global, contextual, or even affinity-based strategies to predicting items a user is most likely to engage with.</div></div></div></div></div></div></div></div></section><section class="elementor-element elementor-element-2de625ee capability-icons-row elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="2de625ee" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-707b95fb elementor-column elementor-col-33 elementor-inner-column" data-id="707b95fb" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-5cf01ce6 capability-icons-img elementor-widget elementor-widget-image" data-id="5cf01ce6" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/testing.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-2c197cd6 capability-icons-title elementor-widget elementor-widget-heading" data-id="2c197cd6" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Prove deep learning’s efficacy with robust A/B testing</h4></div></div><div class="elementor-element elementor-element-6bbdd8a9 capability-icons-text elementor-widget elementor-widget-text-editor" data-id="6bbdd8a9" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Compare the deep learning algorithm against any other recommendation strategy to validate your results. <button class="arrow-animation"> <a class="capability-icons-link" href="/ab-testing/">More on Optimization & A/B Testing</a> </button></div></div></div></div></div></div><div class="elementor-element elementor-element-69ef21c2 elementor-column elementor-col-33 elementor-inner-column" data-id="69ef21c2" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-329a5987 capability-icons-img elementor-widget elementor-widget-image" data-id="329a5987" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/sales.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-18ef596c capability-icons-title elementor-widget elementor-widget-heading" data-id="18ef596c" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Accelerate the product discovery process and increase sales</h4></div></div><div class="elementor-element elementor-element-6573e802 capability-icons-text elementor-widget elementor-widget-text-editor" data-id="6573e802" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">From the homepage to within emails and the mobile app, our deep learning algorithm matches consumers at various stages of the funnel with the products they are looking for, faster.</div></div></div></div></div></div><div class="elementor-element elementor-element-f544c3b elementor-column elementor-col-33 elementor-inner-column" data-id="f544c3b" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-7b22c96c capability-icons-img elementor-widget elementor-widget-image" data-id="7b22c96c" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/templates.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-35ecab9a capability-icons-title elementor-widget elementor-widget-heading" data-id="35ecab9a" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Out-of-the-box recommendation templates</h4></div></div><div class="elementor-element elementor-element-58646939 capability-icons-text elementor-widget elementor-widget-text-editor" data-id="58646939" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Increase time to market with by selecting from dozens of recommendation templates which are ready-to-be modified and set live using the deep learning strategy. <button class="arrow-animation"> <a class="capability-icons-link" href="/templates/">More on Templates</a> </button></div></div></div></div></div></div></div></div></section><section class="elementor-element elementor-element-55c337b6 capability-icons-row elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="55c337b6" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-72332de elementor-column elementor-col-33 elementor-inner-column" data-id="72332de" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-39da4207 capability-icons-img elementor-widget elementor-widget-image" data-id="39da4207" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/deep-learning.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-5e1ddbe capability-icons-title elementor-widget elementor-widget-heading" data-id="5e1ddbe" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Understand the business impact of deep learning</h4></div></div><div class="elementor-element elementor-element-10e0b8e7 capability-icons-text elementor-widget elementor-widget-text-editor" data-id="10e0b8e7" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Use out-of-the-box testing capabilities to automatically calculate the incremental revenue uplift from deep learning recommendations. <button class="arrow-animation"> <a class="capability-icons-link" href="/ab-testing/">More on testing & optimization</a> </button></div></div></div></div></div></div><div class="elementor-element elementor-element-511dc734 elementor-column elementor-col-33 elementor-inner-column" data-id="511dc734" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-589fcbcc capability-icons-img elementor-widget elementor-widget-image" data-id="589fcbcc" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/user-behavior.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-3dfd52dd capability-icons-title elementor-widget elementor-widget-heading" data-id="3dfd52dd" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Drive decisions based on actual user behavior</h4></div></div><div class="elementor-element elementor-element-532de93 capability-icons-text elementor-widget elementor-widget-text-editor" data-id="532de93" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Break free of relying on visual attributes and product metadata to serve similar or complementary items, using real historical and in-session activity to deliver 1:1 recommendations.</div></div></div></div></div></div><div class="elementor-element elementor-element-5db00f49 elementor-column elementor-col-33 elementor-inner-column" data-id="5db00f49" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-786b881d capability-icons-img elementor-widget elementor-widget-image" data-id="786b881d" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/flex-kpi.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-3ac09df9 capability-icons-title elementor-widget elementor-widget-heading" data-id="3ac09df9" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Flexible KPI selection</h4></div></div><div class="elementor-element elementor-element-d2fca07 capability-icons-text elementor-widget elementor-widget-text-editor" data-id="d2fca07" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Select either an out-of-the-box KPI or create your own custom metric to optimize towards when experimenting with the different experiences.</div></div></div></div></div></div></div></div></section><section class="elementor-element elementor-element-2f00d749 capability-icons-row elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="2f00d749" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-4608a5fe elementor-column elementor-col-33 elementor-inner-column" data-id="4608a5fe" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-16a77edb capability-icons-img elementor-widget elementor-widget-image" data-id="16a77edb" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/reporting.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-a988af3 capability-icons-title elementor-widget elementor-widget-heading" data-id="a988af3" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Advanced reporting & analytics</h4></div></div><div class="elementor-element elementor-element-22d5c919 capability-icons-text elementor-widget elementor-widget-text-editor" data-id="22d5c919" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Get further insight into deep learning-based experiences by understanding how additional secondary metrics performed.</div></div></div></div></div></div><div class="elementor-element elementor-element-1260998c elementor-column elementor-col-33 elementor-inner-column" data-id="1260998c" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-13bda19c capability-icons-img elementor-widget elementor-widget-image" data-id="13bda19c" data-element_type="widget" data-widget_type="image.default"><div class="elementor-widget-container"><div class="elementor-image"> <img decoding="async" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/attribution.svg" class="attachment-full size-full" alt="" /></div></div></div><div class="elementor-element elementor-element-96a133 capability-icons-title elementor-widget elementor-widget-heading" data-id="96a133" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h4 class="elementor-heading-title elementor-size-default">Custom attribution settings</h4></div></div><div class="elementor-element elementor-element-4ae674e5 capability-icons-text elementor-widget elementor-widget-text-editor" data-id="4ae674e5" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Determine how results are calculated to align with your business goals with both session- and user-level attribution options.</div></div></div></div></div></div><div class="elementor-element elementor-element-1df7d3c9 elementor-column elementor-col-33 elementor-inner-column" data-id="1df7d3c9" data-element_type="column"><div class="elementor-column-wrap"><div class="elementor-widget-wrap"></div></div></div></div></div></section></div></div></div></div></div></section><section class="elementor-element elementor-element-784f2baf capa-section elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section" data-id="784f2baf" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-1aed907c elementor-column elementor-col-100 elementor-top-column" data-id="1aed907c" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><section class="elementor-element elementor-element-28e70b3 elementor-section-full_width elementor-section-content-top elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="28e70b3" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-8d64177 elementor-column elementor-col-50 elementor-inner-column" data-id="8d64177" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-48a09a61 elementor-widget elementor-widget-heading" data-id="48a09a61" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h2 class="elementor-heading-title elementor-size-default">Extend personalization beyond the store</h2></div></div><div class="elementor-element elementor-element-417a09e1 elementor-widget elementor-widget-text-editor" data-id="417a09e1" data-element_type="widget" data-widget_type="text-editor.default"><div class="elementor-widget-container"><div class="elementor-text-editor elementor-clearfix">Personalize every step of the customer’s journey with your brand across digital channels</div></div></div></div></div></div><div class="elementor-element elementor-element-778f285a capa-wrap capa-wrap-top module elementor-column elementor-col-50 elementor-inner-column" data-id="778f285a" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-5a182164 capa-box elementor-widget elementor-widget-html" data-id="5a182164" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"> <a href="/discover/" target="_blank" title="Discover"> <span class="capa-inner"> <img decoding="async" src="/wp-content/uploads/2022/09/audience.svg" alt="" width="44" height="40" /> <strong>Discover</strong> Identify, build, and analyze audiences. </span> <span class="capa-link">Learn more →</span> </a></div></div><div class="elementor-element elementor-element-1ee1c9f2 capa-box elementor-widget elementor-widget-html" data-id="1ee1c9f2" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"> <a href="/target/" target="_blank" title="Target"> <span class="capa-inner"> <img decoding="async" src="/wp-content/uploads/2022/09/personalization.svg" alt="" width="26" height="40" /> <strong>Target</strong> Personalize content and offers to each customer. </span> <span class="capa-link">Learn more →</span> </a></div></div></div></div></div></div></div></section><section class="elementor-element elementor-element-11ba9c20 elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="11ba9c20" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-2b007ec0 capa-single-wrap elementor-column elementor-col-50 elementor-inner-column" data-id="2b007ec0" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-210b3f42 capa-box elementor-widget elementor-widget-html" data-id="210b3f42" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"> <a href="/recommend/" target="_blank" title="Recommend"> <span class="capa-inner"> <img loading="lazy" decoding="async" src="/wp-content/uploads/2022/09/recs.svg" alt="" width="40" height="40" /> <strong>Recommend</strong> Algorithmically predict customers’ interests. </span> <span class="capa-link">Learn more →</span> </a></div></div></div></div></div><div class="elementor-element elementor-element-1c0785b6 capa-wrap capa-wrap-bottom module elementor-column elementor-col-50 elementor-inner-column" data-id="1c0785b6" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-17d3ad9e capa-box elementor-widget elementor-widget-html" data-id="17d3ad9e" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"> <a href="/engage/" target="_blank" title="Engage"> <span class="capa-inner"> <img loading="lazy" decoding="async" src="/wp-content/uploads/2022/09/trigger.svg" alt="" width="40" height="40" /> <strong>Engage</strong> Reach customers at critical moments. </span> <span class="capa-link">Learn more →</span> </a></div></div><div class="elementor-element elementor-element-2f168afb capa-box elementor-widget elementor-widget-html" data-id="2f168afb" data-element_type="widget" data-widget_type="html.default"><div class="elementor-widget-container"> <a href="/optimize/" target="_blank" title="Optimize"> <span class="capa-inner"> <img loading="lazy" decoding="async" src="/wp-content/uploads/2022/09/testing.svg" alt="" width="40" height="40" /> <strong>Optimize</strong> Experiment anywhere on your digital properties. </span> <span class="capa-link">Learn more →</span> </a></div></div></div></div></div></div></div></section></div></div></div></div></div></section><section class="elementor-element elementor-element-69103cd3 featured_resources elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section" data-id="69103cd3" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-6e4bdcb elementor-column elementor-col-100 elementor-top-column" data-id="6e4bdcb" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-4f7264c2 elementor-widget elementor-widget-heading" data-id="4f7264c2" data-element_type="widget" data-widget_type="heading.default"><div class="elementor-widget-container"><h2 class="elementor-heading-title elementor-size-default">Resources to fuel your efforts</h2></div></div><section class="elementor-element elementor-element-795a4af1 featured_resources_row elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-section elementor-inner-section" data-id="795a4af1" data-element_type="section"><div class="elementor-container elementor-column-gap-no"><div class="elementor-row"><div class="elementor-element elementor-element-5db3eda featured_resources_item elementor-column elementor-col-33 elementor-inner-column" data-id="5db3eda" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-405670cb retina_parent elementor-position-top elementor-vertical-align-top elementor-widget elementor-widget-image-box" data-id="405670cb" data-element_type="widget" data-widget_type="image-box.default"><div class="elementor-widget-container"><div class="elementor-image-box-wrapper"><figure class="elementor-image-box-img"><a href="/lesson/deep-learning-recommendations/"><img loading="lazy" decoding="async" width="344" height="168" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/blog-deep-learning.png" class="attachment-full size-full" alt="" /></a></figure><div class="elementor-image-box-content"><h3 class="elementor-image-box-title"><a href="/lesson/deep-learning-recommendations/"><div class="resources_cat blog">BLOG</div>The rise of deep learning recommender systems</a></h3><p class="elementor-image-box-description">As brands across industries continue to adopt deep learning, learn how it is being adapted for the delivery of product recommendations that enhance the customer experience and generate meaningful revenue.<div class="article-button-wrapper"> <button class="arrow-animation"> <a href="/lesson/deep-learning-recommendations/" class="resources_item_link">READ ARTICLE</a> </button></div></p></div></div></div></div></div></div></div><div class="elementor-element elementor-element-27092f featured_resources_item elementor-column elementor-col-33 elementor-inner-column" data-id="27092f" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-2dfbd8cb retina_parent elementor-position-top elementor-vertical-align-top elementor-widget elementor-widget-image-box" data-id="2dfbd8cb" data-element_type="widget" data-widget_type="image-box.default"><div class="elementor-widget-container"><div class="elementor-image-box-wrapper"><figure class="elementor-image-box-img"><a href="/guides/amazon/#unlock-the-power"><img loading="lazy" decoding="async" width="344" height="168" src="https://www.dynamicyield.com/wp-content/uploads/2023/03/guide-amazon.png" class="attachment-full size-full" alt="" /></a></figure><div class="elementor-image-box-content"><h3 class="elementor-image-box-title"><a href="/guides/amazon/#unlock-the-power"><span class="resources_cat guide">GUIDE</span>Amazon: The Chronicles of a Personalization Giant</a></h3><p class="elementor-image-box-description">Tips, strategies, and use cases necessary for closing the Amazon gap.<div class="article-button-wrapper"> <button class="arrow-animation"> <a href="/guides/amazon/#unlock-the-power" class="resources_item_link">READ GUIDE</a> </button></div></p></div></div></div></div></div></div></div><div class="elementor-element elementor-element-2bc89a29 featured_resources_item elementor-column elementor-col-33 elementor-inner-column" data-id="2bc89a29" data-element_type="column"><div class="elementor-column-wrap elementor-element-populated"><div class="elementor-widget-wrap"><div class="elementor-element elementor-element-3e70bf7c retina_parent elementor-position-top elementor-vertical-align-top elementor-widget elementor-widget-image-box" data-id="3e70bf7c" data-element_type="widget" 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</button></div></p></div></div></div></div></div></div></div></div></div></section></div></div></div></div></div></section></div></div></div><footer id="main-footer" class=""><div class="footer-top"><div class="footer-container"><h4>Make hyper-personalization a reality</h4><p>Transform simple customer transactions into enduring relationships and unlock a new horizon of growth</p><div class="footer-btns-wrap"> <a href="https://www.dynamicyield.com/request-demo/" class="btn-teal">Contact Sales</a> <a href="https://www.dynamicyield.com/product-demo/" class="btn-transparent">Watch a product demo<svg xmlns="http://www.w3.org/2000/svg" width="15.625" height="15.625" viewBox="0 0 15.625 15.625"> <path id="Icon_ionic-ios-play-circle" data-name="Icon ionic-ios-play-circle" d="M10.688,3.375A7.313,7.313,0,1,0,18,10.688,7.311,7.311,0,0,0,10.688,3.375Zm2.946,7.45L8.81,13.743a.156.156,0,0,1-.236-.137V7.77a.156.156,0,0,1,.236-.137l4.823,2.918A.161.161,0,0,1,13.634,10.825Z" transform="translate(-2.875 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