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Visit our <a href="/privacy-policy/">privacy policy</a> to learn more about how we process your data and your rights as a data subject.</div></div><form class="mktoForm" data-formId="3876" data-formInstance="sub-popup"></form></div><div class="lc-subscription-ty-block lc-subscription-inner"><h4 class="lc-subscription-title text-center">Thanks for<br> signing up!</h4></div></div></div></div><div id="top-nav-backdrop"></div><div id="et-main-area"><div id="main-content"><div class="container"><div id="content-area" class="clearfix"><article id="post-122009" class="post-122009 use-case type-use-case status-publish format-standard hentry case-theme-product-discovery case-industry-ecommerce case-channel-mobile-web case-channel-web case-pages-homepage case-efforts-low case-experience-recommendations case-tags-product-recommendation-strategies no-related-templates"><div class="title-section"><div class="title-tagline"> <a class="use-cases_link desktop" href="https://www.dynamicyield.com/personalization-examples/">Personalization Examples</a> <a class="use-cases_link mobile" href="https://www.dynamicyield.com/personalization-examples/">Personalization Examples</a> <i class="fa fa-angle-right" aria-hidden="true"></i> <a class="case_theme_link product-discovery" href="https://www.dynamicyield.com/examples/theme/product-discovery/ ">Product Discovery</a></div><div class="title-wrapper"><h1 class="main_title">Continuous A/B testing of Homepage recommendation strategies</h1></div></div><div class="entry-content"><div class="use_case_sidebar"><div class="tag_list"><div class="tag_item case_industry"><h4>Industry</h4> <a href="https://www.dynamicyield.com/examples/industry/ecommerce/ "><span class="underlined">eCommerce</span></a></div><div class="tag_item case_channel"><h4>Channel</h4> <a href="https://www.dynamicyield.com/examples/channel/mobile-web/ "><span class="underlined">Mobile Web</span></a>, <a href="https://www.dynamicyield.com/examples/channel/web/ "><span class="underlined">Web</span></a></div><div class="tag_item case_pages"><h4>Impacted Pages</h4> <a href="https://www.dynamicyield.com/examples/impacted-pages/homepage/ "><span class="underlined">Homepage</span></a></div><div class="tag_item case_experience"><h4>Experience Type</h4> <a href="https://www.dynamicyield.com/examples/experience-type/recommendations/ "><span class="underlined">Recommendations</span></a></div><div class="tag_item case_efforts"><h4>Implementation Effort</h4> <a href="https://www.dynamicyield.com/examples/effort/low/ "><span class="underlined">Low</span></a></div><div class="tag_item case_tags"><h4>Tags</h4> <a href="https://www.dynamicyield.com/examples/tag/product-recommendation-strategies/ "><span class="underlined">Product Recommendation Strategies</span></a></div></div></div><div class="use_case_who_content"><div class="use_case_content"> <strong>Who: </strong><p>One of Europe’s largest electronic retailers</p></div></div><div class="use_case_strategy_content"><div class="use_case_content"> <strong>Strategy: </strong><p>To increase customer engagement on the homepage, the electronics retailer displayed product recommendations to improve product discovery and push users down the shopping funnel. Realizing that there is not one recommendation strategy that would work best, the only best practice is to test, the electronics retailer tested different sets of recommendation algorithms in order to find identify the optimal algorithm.</p></div></div><div class="use_case_image"><div class="use_case_image_wrap ATF"> <img src="https://www.dynamicyield.com/wp-content/uploads/2020/05/ecomm-homepage-recs.png" alt="Continuous A/B testing of Homepage recommendation strategies" width="700" height="540" class="desktop_image" loading="eager"> <img src="https://www.dynamicyield.com/wp-content/uploads/2020/05/ecomm-homepage-recs-m.png" alt="Continuous A/B testing of Homepage recommendation strategies" width="270" height="226" class="mobile_image" loading="eager"></div></div><div class="use_case_hypothesis_content"><div class="use_case_content"> <strong>Hypothesis: </strong><p>Product recommendations can drive many different user actions. For example, for new site visitors, they facilitate product discovery, but for returning users, they can resurface previously viewed products. In order to find the best strategy for each audience segment, we can let machines chose the best performing strategy for the average user. Doing so will optimize performance increasing click-through rate and ensuring customers will always be shown relevant products.</p></div></div></div></article></div></div></div><div class="related_use_cases_wrap"><div class="container"><h2>More from our Inspiration Library</h2><div class="use-cases-grid-posts"><div class="use_cases_item_wrap"><div class="use_cases_item product-discovery"><div class="use_case_theme_link_logo"></div> <a class="use_case_theme_link" href="https://www.dynamicyield.com/examples/theme/product-discovery/">Product Discovery</a> <a href="https://www.dynamicyield.com/use-case/live-commerce-personalization/" class="use_case_item_link"><h4>Differentiate the live commerce experience with personalized recommendations</h4></a> <a href="https://www.dynamicyield.com/use-case/live-commerce-personalization/" class="button-arrow animlink">VIEW NOW</a></div></div><div class="use_cases_item_wrap"><div class="use_cases_item product-discovery"><div class="use_case_theme_link_logo"></div> <a class="use_case_theme_link" href="https://www.dynamicyield.com/examples/theme/product-discovery/">Product Discovery</a> <a href="https://www.dynamicyield.com/use-case/personalize-shipping-confirmation-emails/" class="use_case_item_link"><h4>Increase retention with personalized shipping confirmation emails</h4></a> <a href="https://www.dynamicyield.com/use-case/personalize-shipping-confirmation-emails/" class="button-arrow animlink">VIEW NOW</a></div></div><div class="use_cases_item_wrap"><div class="use_cases_item product-discovery"><div class="use_case_theme_link_logo"></div> <a class="use_case_theme_link" href="https://www.dynamicyield.com/examples/theme/product-discovery/">Product Discovery</a> <a href="https://www.dynamicyield.com/use-case/deep-learning-recommendations/" class="use_case_item_link"><h4>Recommend the next best product per user with deep learning</h4></a> <a href="https://www.dynamicyield.com/use-case/deep-learning-recommendations/" class="button-arrow animlink">VIEW NOW</a></div></div><div class="use_cases_item_wrap"><div class="use_cases_item product-discovery"><div class="use_case_theme_link_logo"></div> <a class="use_case_theme_link" href="https://www.dynamicyield.com/examples/theme/product-discovery/">Product Discovery</a> <a href="https://www.dynamicyield.com/use-case/offline-purchase-recommendations-in-email/" class="use_case_item_link"><h4>Email personalized recommendations to users who never purchased online</h4></a> <a href="https://www.dynamicyield.com/use-case/offline-purchase-recommendations-in-email/" class="button-arrow animlink">VIEW NOW</a></div></div></div><div class="all_use_cases_link_wrap"> <a href="https://www.dynamicyield.com/personalization-examples/" class="button-arrow animlink"> MORE PERSONALIZATION EXAMPLES</a></div></div></div><style type="text/css">@media only screen and (min-width: 768px) {
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form_field = form[0].querySelector('input[type="hidden"][name="' + form_key[j] + '"]');
if(form_field) {
form_field.value = ls_value;
}
}
}
}
}
// IP Address
fetch('https://www.cloudflare.com/cdn-cgi/trace').then(function(result) {
result.text().then(function(values) {
values.split("\n").map(function(item) {
var pair = item.split('=');
if(['ip'].includes(pair[0])) {
form[0].querySelector('input[type="hidden"][name="IP__c"]').value = pair[1];
}
});
});
});
// GA ID and Referrer
var dy_utms_cookie = {};
document.cookie.split(';').forEach(function(el) {
var splitCookie = el.split('=');
var key = splitCookie[0].trim();
var value = splitCookie[1];
dy_utms_cookie[key] = value;
});
if(dy_utms_cookie["_ga"]) {
form[0].querySelector('input[type="hidden"][name="Visitor_ID__c"]').value = dy_utms_cookie["_ga"].substring(6);
}
if(dy_utms_cookie["personalize_referrer_string"]) {
form[0].querySelector('input[type="hidden"][name="Referral__c"]').value = dy_utms_cookie["personalize_referrer_string"].substring(6);
}
// ZoomInfo
if(localStorage.getItem('ZoomInfoData')) {
var zoominfo_data = JSON.parse(localStorage.getItem('ZoomInfoData'));
if(zoominfo_data) {
form[0].querySelector('input[type="hidden"][name="Alexa_Rank__c"]').value = zoominfo_data.alexaglobalrank;
form[0].querySelector('input[type="hidden"][name="Employees__c"]').value = zoominfo_data.employeesrange;
form[0].querySelector('input[type="hidden"][name="Company_Revenue_Range__c"]').value = zoominfo_data.estimatedannualrevenue;
}
}
// Also, dispatch a dataLayer event on success
_form.onSuccess(function(values, follow_up_url) {
window.dataLayer = window.dataLayer || [];
if([3739, 4802, 5094, 5110, 4946, 5076, 5116, 5171, 5172, 5173].includes(_form.getId())) {
window.dataLayer.push({
'event': 'demo_request_complete',
'eventCallback': function() {
if(follow_up_url) {
window.location.href = follow_up_url;
}
}
});
return false;
} else if([3876].includes(_form.getId())) {
window.dataLayer.push({
'event': 'newsletter_signup_complete',
'eventCallback': function() {
if(follow_up_url) {
window.location.href = follow_up_url;
}
}
});
return false;
}
});
});
}</script> <script>if(typeof(jQuery) !== 'undefined') {
$ = jQuery.noConflict();
}
function getUrlParameter(sParam) {
var sPageURL = decodeURIComponent(window.location.search.substring(1)),
sURLVariables = sPageURL.split('&'),
sParameterName,
i;
for (i = 0; i < sURLVariables.length; i++) {
sParameterName = sURLVariables[i].split('=');
if (sParameterName[0] === sParam) {
return sParameterName[1] === undefined ? true : sParameterName[1];
}
}
}
$(window).load(function(){
var videoID = getUrlParameter('video');
if(videoID !== undefined){
if($('#wistia-' + videoID + '-1').length){
var videoName = $('#wistia-' + videoID + '-1').parents('.tab-pane');
videoName = videoName[0].id
}
if($('a[href="#' + videoName +'"]').length){
$('a[href="#' + videoName +'"]').each(function(){
$(this).click();
});
}
addScript('https://fast.wistia.com/embed/medias/'+ videoID +'.jsonp');
addScript('https://fast.wistia.com/assets/external/E-v1.js');
$('body').append('<span class="wistia_embed wistia_async_'+videoID+' popover=true popoverContent=link dy-wistia-popup" style="display:inline"></span>');
window._wq = window._wq || [];
_wq.push({ id: videoID, onReady: function(video) {
var video = Wistia.api(videoID);
video.popover.show(); // open the popover
video.play(); // play the video
setTimeout(function(){video.unmute();}, 500);
}});
}
});</script> <style>#adBanner {
background-color: transparent;
height: 0;
width: 1px;
}</style><div id="wrapfabtest"><div id="adBanner"></div></div></body></html>
<!-- Dynamic page generated in 1.106 seconds. -->
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