{"id":42055,"date":"2019-05-16T18:49:56","date_gmt":"2019-05-16T13:19:56","guid":{"rendered":"https:\/\/vwo.com\/blog\/?p=42055"},"modified":"2025-04-30T17:12:44","modified_gmt":"2025-04-30T11:42:44","slug":"ecommerce-customer-segmentation-vwo","status":"publish","type":"post","link":"https:\/\/vwo.com\/blog\/ecommerce-customer-segmentation-vwo\/","title":{"rendered":"[eCommerce] Bracketed Segmentation: Peeling Away The Layers"},"content":{"rendered":"\n<p> An eCommerce marketing leader\u2019s outlook toward analyzing <a href=\"https:\/\/vwo.com\/visitor-behavior-analysis\/\">visitor behavior<\/a> is akin to a chef working with an abundance of onions (a cohort of customers &#8211; <strong>&#8220;women shoppers\u201d<\/strong>), and each onion an amalgamation of infinite layers (individual unique traits &#8211; <strong>&#8220;from Minnesota\u201d<\/strong> &amp; <strong>\u201cusing an iPhone\u201d<\/strong>) comprising them. <\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"614\" src=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/0-onion-illustration-1024x614.png\" alt=\"eCommerce Segments are like onions - layer resting upon layer.\" class=\"wp-image-42058\" srcset=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/0-onion-illustration-1024x614.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/0-onion-illustration-1024x614.png?tr=w-768 768w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/0-onion-illustration-1024x614.png?tr=w-640 640w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/0-onion-illustration-1024x614.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>eCommerce segments are like onions &#8211; layer resting upon layer<\/em><\/figcaption><\/figure>\n\n\n\n<p>Whether the chef ends up leading operations at a corner tuck-shop or makes her way into a Michelin-rated restaurant is a function of how she goes about unpeeling the various layers. Successful marketers realize that competitive advantage rests in identifying <a href=\"https:\/\/vwo.com\/blog\/visitor-segmentation\/\">high-value micro-segments for keeping in step with their customers<\/a> to unearth fascinating insights from their journey. <\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\"><em><a href=\"https:\/\/vwo.com\/visitor-behavior-analysis\/#guide-download\"><span style=\"text-decoration: underline\">Download Free: Visitor Behaviour Analysis Guide<\/span><\/a><\/em><\/h2>\n\n\n\n<p>What is a micro-segment, you might ask? <\/p>\n\n\n\n<p>A micro-segment is nothing but a composite of multiple sub-segments that come together to form a bigger segment. Such segments are typically more granular and allow marketers to look at buyer behavior from multiple lenses. A good example of  a micro-segment would be <\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p> &#8220;Visitors from <strong><em>organic search<\/em><\/strong> (Segment 1) who <strong><em>landed on our shoes page<\/em><\/strong> (Segment 2), <strong><em>clicked on an offer banner<\/em><\/strong> (Segment 3) and <strong><em>purchased<\/em><\/strong> (Segment 4) <strong><em>through an iPhone<\/em><\/strong> (Segment 5)&#8221; <\/p>\n<\/blockquote>\n\n\n\n<p>Through \u201cBracketed Segments,\u201d <a href=\"https:\/\/vwo.com\/ecommerce-ab-testing\/\">VWO is empowering e-commerce leaders<\/a> to observe micro-segments at the click of a button to introduce unparalleled powers in a marketer\u2019s arsenal across user research, tracking &amp; analysis finally culminating in testing. By means of 3 examples, this article intends to showcase the many ways in which marketing teams are exploiting Bracketed Segmentation through VWO.<\/p>\n\n\n\n<p>So, without further ado, let\u2019s dive in!<\/p>\n\n\n\n<p>***<\/p>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"Understanding behavior of \u201ciPhone users\u201d who \"purchased\u201d from a \u201ccountry\/city\u201d\" id=\"understanding-behavior-of-iphone-users-who-purchased-from-a-country-city\" data-menu-id=\"understanding-behavior-of-iphone-users-who-purchased-from-a-country-city\" style=\"text-align:left\">Understanding behavior of \u201c<em>iPhone users<\/em>\u201d who &#8220;<em>purchased<\/em>\u201d from a \u201c<em>country\/city<\/em>\u201d<\/h2>\n\n\n<p>That iOS users boast of a greater purchasing power<sup><a href=\"#sources\">[1]<\/a><\/sup> is an obvious assertion \u2013 what is not obvious though is visualizing their behavior from additional behavioral &amp; demo-graphical standpoints. <\/p>\n\n\n\n<p>By deploying bracketed segments in VWO, eCommerce marketing teams can filter users with buying intent (users who visited \u201ccart\u201d or \u201ccheckout\u201d pages). Most don\u2019t stop there \u2013 city-level drill down is an additional lever of interest.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"660\" height=\"276\" src=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/5-iphone.png\" alt=\"ecommerce customer segments\" class=\"wp-image-42164\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/5-iphone.png 660w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/5-iphone.png?tr=w-640 640w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/5-iphone.png?tr=w-375 375w\" sizes=\"(max-width: 660px) 100vw, 660px\" \/><figcaption class=\"wp-element-caption\"><em>Breaking down a micro-segment into it&#8217;s individual components<\/em><\/figcaption><\/figure>\n\n\n\n<p>The following is a representation of how users can analyze <em><strong><a href=\"https:\/\/vwo.com\/session-recording\/\">session recordings<\/a> of \u201ciPhone users\u201d who&#8221;purchased\u201d and are \u201cfrom California.\u201d <\/strong><\/em>Think of this problem statement as a composite segment that combines three individual segments <\/p>\n\n\n\n<p><strong>Segment 1: &#8220;iPhone Users<\/strong>&#8220;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"875\" height=\"397\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/iphone.png\" alt=\"Iphone\" class=\"wp-image-75934\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/iphone.png 875w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/iphone.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/iphone.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/iphone.png?tr=w-375 375w\" sizes=\"(max-width: 875px) 100vw, 875px\" \/><figcaption class=\"wp-element-caption\"><em>An in-app view of filtering Segment 1 &#8220;iPhone Users&#8221;<\/em><\/figcaption><\/figure>\n\n\n\n<p><strong>Segment 2: &#8220;Purchased<\/strong>&#8220;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"897\" height=\"370\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/thankyouu.png\" alt=\"Thankyouu\" class=\"wp-image-75941\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/thankyouu.png 897w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/thankyouu.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/thankyouu.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/thankyouu.png?tr=w-375 375w\" sizes=\"(max-width: 897px) 100vw, 897px\" \/><figcaption class=\"wp-element-caption\"><em>Segment 2: View of all visitors who &#8220;purchased&#8221;<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<p><strong>Segment 3: &#8220;From California<\/strong>&#8220;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"891\" height=\"498\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/united-states.png\" alt=\"United States\" class=\"wp-image-75944\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/united-states.png 891w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/united-states.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/united-states.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/united-states.png?tr=w-375 375w\" sizes=\"(max-width: 891px) 100vw, 891px\" \/><figcaption class=\"wp-element-caption\"><em>Segment 3: From California<\/em><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/4-iphone-1024x536.png\" alt=\"screenshot of all the session recordings of  iPhone users who purchased and are from California.\" class=\"wp-image-42165\" srcset=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/4-iphone-1024x536.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/4-iphone-1024x536.png?tr=w-768 768w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/4-iphone-1024x536.png?tr=w-640 640w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/4-iphone-1024x536.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>All session recordings of  <br>of \u201ciPhone users\u201d who&#8221;purchased\u201d and are \u201cfrom California.\u201d <\/em> <\/figcaption><\/figure>\n\n\n\n<p>***<\/p>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"Comparing Heatmaps of \u201cVIP Shoppers\u201d vs. \u201cRegular Visitors\u201d from \u201cUnited Kingdom\u201d\" id=\"comparing-heatmaps-of-vip-shoppers-vs-regular-visitors-from-united-kingdom\" data-menu-id=\"comparing-heatmaps-of-vip-shoppers-vs-regular-visitors-from-united-kingdom\" style=\"text-align:left\"><strong>Comparing Heatmaps of <em>\u201cVIP Shoppers\u201d<\/em> vs. <em>\u201cRegular Visitors\u201d <\/em>from<em> \u201cUnited Kingdom\u201d<\/em><\/strong><\/h2>\n\n\n<p>Another area of interest for eCommerce marketing teams is comparing <a href=\"https:\/\/vwo.com\/website-heatmap\/\">heatmaps of two or more segments<\/a> together, for example, \u201cVIP Shoppers\u201d versus \u201cRegular Visitors\u201d \u2013 after all, stand-alone heatmaps are irrelevant unless used for comparisons. Such comparisons helps you to answer questions like<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li> Which areas of the website\u2019s real estate are more interesting for VIP Shoppers? <\/li>\n\n\n\n<li> What are some specific buttons\/links that appeal more to VIP Shoppers? <\/li>\n<\/ul>\n\n\n\n<p> Using VWO\u2019s <a href=\"https:\/\/help.vwo.com\/hc\/en-us\/articles\/360021315573\">Custom Dimensions<\/a>, marketers can tag a visitor as VIP (or Regular). The platform can be used to classify a dimension in one of the two scopes\u2014session and visitor\u2014which allows for the desired breadth marketing that teams seek. <\/p>\n\n\n\n<p class=\"has-text-align-left\"><strong><em>N<\/em><\/strong><em>ote: &#8220;VIP&#8221; and &#8220;Regular&#8221; tags are fed into VWO by integrating with an eCommerce CRM of your choice<\/em><sup><a href=\"#sources\">[2]<\/a><\/sup><em>.<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"938\" height=\"552\" src=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/10-vip-non-1.png\" alt=\"ecommerce segments by usage\" class=\"wp-image-42215\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/10-vip-non-1.png 938w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/10-vip-non-1.png?tr=w-768 768w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/10-vip-non-1.png?tr=w-640 640w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/10-vip-non-1.png?tr=w-375 375w\" sizes=\"(max-width: 938px) 100vw, 938px\" \/><figcaption class=\"wp-element-caption\"><em>Yet another example of a micro-segment<\/em><\/figcaption><\/figure>\n\n\n\n<p>Tagging a visitor as a VIP or as a Regular entails a \u201cVisitor\u201d-level classification, which can be triggered from the platform as shown below: <\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/6-custom-dimention-1024x1024.png\" alt=\"Custom Dimensions\" class=\"wp-image-42167\" srcset=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/6-custom-dimention-1024x1024.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/6-custom-dimention-1024x1024.png?tr=w-768 768w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/6-custom-dimention-1024x1024.png?tr=w-640 640w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/6-custom-dimention-1024x1024.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>VWO Custom Dimensions reward you with unlimited possibilities around segmentation<\/em><\/figcaption><\/figure>\n\n\n\n<p>After creating a user-level scope and terming the dimension as \u201c<strong>Buyer Type<\/strong>\u201d the next step for the users is to configure the following code snippet on the ecommerce store\u2019s pages. For the uninitiated, &#8220;Buyer Type&#8221; is the name of the broad segment which is represented by the key &#8220;<em><strong>user_type_by_value<\/strong><\/em>&#8220;. <\/p>\n\n\n\n<p>In our example below, the assumption is that the variable <em>&#8220;crm.visitortype&#8221;<\/em> returns &#8220;vip buyers&#8221; in case you have tagged the visitor as one. In case the visitor isn&#8217;t tagged, they are classified as &#8220;regular buyers&#8221;<\/p>\n\n\n\n<p><em>(Note: If you are unsure of which variable holds the desired VIP vs Regular value, please reach out to your developers or forward them the link to this article)<\/em><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>window.VWO = window.VWO || &#091;];\n\/\/ Replace TAG_VALUE with your actual tag value\nwindow.VWO.push(&#091;'tag','user_type_by_value', crm.visitortype,'user'])<\/code><\/pre>\n\n\n\n<p>In the above code snippet, <em><strong>\u201cuser_type_by_value\u201d <\/strong><\/em>is representative of the type of visitor that users would want to segment. As stated earlier, <strong>&#8220;<\/strong>crm.visitortype&#8221; generates the desired micro-segment &#8211; VIP or Regular.<\/p>\n\n\n\n<p>And voila! VWO will now start classifying visitors as VIP or Regular. <\/p>\n\n\n\n<p>To access <a href=\"https:\/\/vwo.com\/blog\/consolidated-clickmaps-and-heatmaps-a-new-method-for-analyzing-visitor-activity\/\">clickmaps<\/a> of the 2 segments: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li> Click on <strong>\u201cSelect one or more segments\u201d <\/strong>when you click upon heatmaps  <\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"888\" height=\"523\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/Phuket.png\" alt=\"Phuket\" class=\"wp-image-75947\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/Phuket.png 888w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/Phuket.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/Phuket.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/Phuket.png?tr=w-375 375w\" sizes=\"(max-width: 888px) 100vw, 888px\" \/><figcaption class=\"wp-element-caption\"><em>The VWO Standard Segments lets you load and analyze multiple segments <\/em><\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li> Search for <strong>Custom Dimensions<\/strong> \u2013 a drop-down option reveals the option. &#8220;<strong>Buyer Type<\/strong>&#8221; should be the chosen tag along with &#8220;<strong>vip buyer<\/strong>&#8221; and\/or &#8220;<strong>regular buyer<\/strong>&#8221; as the accompanying value.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"587\" height=\"277\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/unnamed-23.png\" alt=\"Unnamed 23\" class=\"wp-image-75952\" style=\"width:888px;height:523px\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/unnamed-23.png 587w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/unnamed-23.png?tr=w-375 375w\" sizes=\"(max-width: 587px) 100vw, 587px\" \/><figcaption class=\"wp-element-caption\"><em>Remember creating a Custom Dimension earlier? Here is how it looks like inside the platform<\/em><\/figcaption><\/figure>\n\n\n\n<p>To access a view of buyers from the UK, search for \u201cLocation\u201d from Custom Dimensions, and then select \u201cUnited Kingdom\u201d as the country of choice. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"903\" height=\"334\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/vip-buyers.png\" alt=\"Vip Buyers\" class=\"wp-image-75955\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/vip-buyers.png 903w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/vip-buyers.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/vip-buyers.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/vip-buyers.png?tr=w-375 375w\" sizes=\"(max-width: 903px) 100vw, 903px\" \/><figcaption class=\"wp-element-caption\"><em>Bracketing &#8220;VIP Users&#8221; from &#8220;Britain&#8221; to form a larger micro-segment<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<p>To check out heatmaps for non-VIP buyers just replace tag value with \u201cRegular Buyer\u201d and repeat the process. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"272\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/regular-buyers.png\" alt=\"Regular Buyers\" class=\"wp-image-75958\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/regular-buyers.png 830w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/regular-buyers.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/regular-buyers.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/regular-buyers.png?tr=w-375 375w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><figcaption class=\"wp-element-caption\"><em>&#8220;Regular Users&#8221; from &#8220;Britain&#8221;<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<p>Most marketers proceed to analyze the two heatmaps by looking at them side-by-side. Here is how heatmaps looked like, for the two segments, for a VWO customer &#8211; <strong><em>Clearly, what&#8217;s hot for one segment is not for another!<\/em><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"597\" src=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/9-comparative-VIP-regular-1024x597.png\" alt=\"screenshot of the heatmap for Regular buyers against the heatmap for VIP buyers\" class=\"wp-image-42182\" srcset=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/9-comparative-VIP-regular-1024x597.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/9-comparative-VIP-regular-1024x597.png?tr=w-768 768w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/9-comparative-VIP-regular-1024x597.png?tr=w-640 640w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/9-comparative-VIP-regular-1024x597.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Marketing teams compare heatmaps of various segments to analyze hot areas for the them<\/em><\/figcaption><\/figure>\n\n\n\n<p>***<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\"><em><a href=\"https:\/\/vwo.com\/visitor-behavior-analysis\/#guide-download\"><span style=\"text-decoration: underline\">Download Free: Visitor Behaviour Analysis Guide<\/span><\/a><\/em><\/h2>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"Breaking down \u201cfemale users\u201d who \u201cclicked an offer banner\u201d and \u201cpurchased\u201d \u2013 aka Bargain Hunters\" id=\"breaking-down-female-users-who-clicked-an-offer-banner-and-purchased-aka-bargain-hunters\" data-menu-id=\"breaking-down-female-users-who-clicked-an-offer-banner-and-purchased-aka-bargain-hunters\" style=\"text-align:left\">Breaking down <em>\u201cfemale users\u201d<\/em> who <em>\u201cclicked an offer banner\u201d<\/em> and <em>\u201cpurchased\u201d<\/em> \u2013 aka Bargain Hunters<\/h2>\n\n\n<p> You can\u2019t possibly document an e-cCommerce pooled-segmentation story without introducing the \u201coffers\u201d tangent. A 24\/7\/365 deals or flash sales environment across the entire spectrum of eCommerce has led to marketers carving a specialty segment\u2014bargain hunters<sup><a href=\"#sources\">[3]<\/a><\/sup>.<br><br>Bracketed segmentation allows marketers to split the broad bargain hunter into multiple micro-segments. Some prominent micro-segments are<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li> Bargain hunters from a city\/country <\/li>\n\n\n\n<li> Bargain hunters by gender (male\/female) <\/li>\n\n\n\n<li> Bargain hunters by source (direct\/organic\/search)<\/li>\n<\/ul>\n\n\n\n<p>In this example, let\u2019s dive into the following problem statement <\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em><strong> How do I analyze the behavior of &#8220;female shoppers&#8221; (segment 1) who &#8220;clicked an offer&#8221; (segment 2) and concluded the session with a &#8220;purchase&#8221; (segment 3)? <\/strong><\/em><\/p>\n<\/blockquote>\n\n\n\n<p>\nLet us now break down the above statement into its individual components:\n\n<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"660\" height=\"276\" src=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/11-FCP-1.png\" alt=\"screenshot of the breakdown of a segment into its individual components \" class=\"wp-image-42185\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/11-FCP-1.png 660w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/11-FCP-1.png?tr=w-640 640w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/11-FCP-1.png?tr=w-375 375w\" sizes=\"(max-width: 660px) 100vw, 660px\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Slicing visitors who clicked an offer <\/strong><\/p>\n\n\n\n<p>A pertinent question that our clients often ask us is, \u201c<strong><em>How do I identify my bargain hunters?<\/em><\/strong>\u201d<\/p>\n\n\n\n<p>Most offers are preceded by a site-wide banner advertisement that leads visitors to the offers page. For a typical e-tailer, Bargain Hunters would be <strong>all visitors who click the advertisement to proceed to the offer page<\/strong>. To collect data of all such sessions, all you need to do is to configure a simple &lt;onclick&gt; function that gets relayed to VWO through the following code snippet<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>$('.offerbannerad').on('click', function() \n{window.VWO = window.VWO || \n&#091;]; window.VWO.push(&#091;'tag', \n'offerbannneradclicks', \u2018endofseasonsalebanner', \n'session']); });<\/code><\/pre>\n\n\n\n<p>\nIn the above snippet:<\/p>\n\n\n\n<p><em>\u2018offerbannerad\u2019<\/em> = Function that assembles all sessions in which banner ads were clicked<\/p>\n\n\n\n<p><em>\u2018session\u2019<\/em> = As \u201cclicks on banner ad\u201d falls under a session-wide scope <\/p>\n\n\n\n<p>VWO users can filter all sessions with clicks on the offer banner by following the steps outlined below. <\/p>\n\n\n\n<p><strong>Note<\/strong>: The following steps denote analyzing session recordings. Users also have the ability to analyze <a href=\"https:\/\/vwo.com\/insights\/heatmaps\/\">clickmaps, heatmaps<\/a>, <a href=\"https:\/\/vwo.com\/insights\/onpage-surveys\/\">surveys<\/a>,<a href=\"https:\/\/vwo.com\/insights\/form-analytics\/\"> form behavior,<\/a> and <a href=\"https:\/\/vwo.com\/ab-testing\/\">A\/B test<\/a> reports for the same segment.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li> Click <strong>Recordings<\/strong> in the left panel of the platform.<\/li>\n\n\n\n<li> Then click the <strong>All Visitors<\/strong> tab \u2013 it displays a larger window with Custom Segments. Clicking <strong>Custom<\/strong> reveals a drop-down \u2013 search for \u201cCustom Dimensions\u201d in the drop-down options. <\/li>\n\n\n\n<li> In the <strong>Tag<\/strong> field, search for <strong>Offer Banner Ad<\/strong>. Type the first few characters, and then click the correct string from the displayed options. Click the string to secure your tag.<br><br>Value of the tag would be <em>&#8220;endofseasonsalebanner.\u201d<\/em> <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"863\" height=\"212\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/endofseasonbanner.png\" alt=\"Endofseasonbanner\" class=\"wp-image-75961\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/endofseasonbanner.png 863w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/endofseasonbanner.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/endofseasonbanner.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/endofseasonbanner.png?tr=w-375 375w\" sizes=\"(max-width: 863px) 100vw, 863px\" \/><figcaption class=\"wp-element-caption\"><em>Segment to carve out Bargain Hunters<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li> Click <strong>Apply<\/strong> to reveal all sessions in which the banner was clicked. <\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/15-recordings-1024x577.png\" alt=\"screenshot of all the sessions within the VWO app with clicks on their banner ad\" class=\"wp-image-42193\" srcset=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/15-recordings-1024x577.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/15-recordings-1024x577.png?tr=w-768 768w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/15-recordings-1024x577.png?tr=w-640 640w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/15-recordings-1024x577.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>All sessions with clicks on their banner ad<\/em><\/figcaption><\/figure>\n\n\n\n<p class=\"has-medium-font-size\"><strong> Slicing \u201cfemale users\u201d <\/strong><\/p>\n\n\n\n<p>Remember the \u2018Buyer Type\u2019 example from above? Like how \u2018VIP vs Regular\u2019 is a trait defined by the <strong>user\u2019s<\/strong> purchase quantum (a function of loyalty), \u2018male vs female\u2019 is also a user trait that differentiates the two; therefore, the scope defined for this segment should be <em>user<\/em>.<br><\/p>\n\n\n\n<p>The code snippet to introduce a &#8216;female\u2019 slice as a segment is like the one we used to identify a VIP shopper \u2013 the only difference is the \u201ctag\u201d nomenclature.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&lt;br&gt;window.VWO = window.VWO || &#091;];&lt;br&gt;\/\/ Replace TAG_VALUE with your actual tag value&lt;br&gt;window.VWO.push(&#091;'tag', 'user_type_by_gender', \u2018females\u2019, 'user']);&lt;br&gt; window.VWO = window.VWO || &#091;]; \/\/ \nReplace TAG_VALUE with your actual tag value\nwindow.VWO.push\n(&#091;'tag', 'user_type_by_gender', \u2018females\u2019, 'user']); <\/code><\/pre>\n\n\n\n<p> <em>user_type_by_gender <\/em>= Broad filter that classifies users per their gender<\/p>\n\n\n\n<p><em>females <\/em>= All female users<\/p>\n\n\n\n<p><em>(<\/em><strong>Note<\/strong><em>:<\/em> Classification by gender might be driven by data flowing from eCommerce CRMs.)<\/p>\n\n\n\n<p>To access all sessions of female users, just search for \u201cfemales\u201d tag through the custom dimension \u201cuser type by gender\u201d  <br><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"873\" height=\"198\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/female.png\" alt=\"Female\" class=\"wp-image-75964\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/female.png 873w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/female.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/female.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2019\/05\/female.png?tr=w-375 375w\" sizes=\"(max-width: 873px) 100vw, 873px\" \/><figcaption class=\"wp-element-caption\"><em>VWO lets you segment user type by gender.<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"has-medium-font-size\"><strong> Slicing Purchase Sessions <\/strong><\/p>\n\n\n\n<p> A comparatively easier segment to slice, to access all sessions that concluded with a purchase look for \u2018Landing Page.\u201d Assuming your e-store has a <a href=\"https:\/\/vwo.com\/blog\/thank-you-page-examples\/\">\u201cThank You\u201d page<\/a> signaling a purchase, all you need to do is<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li> Search for the segment \u201cLanding Page URL\u201d in Custom Dimensions <\/li>\n\n\n\n<li> In the drop-down below, select <strong>contains<\/strong><\/li>\n\n\n\n<li> Type \u201cthank-you\u201d in the box next to \u201ccontains\u201d and click apply <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"822\" height=\"276\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/thankyou-1.png\" alt=\"Thankyou 1\" class=\"wp-image-75967\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/thankyou-1.png 822w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/thankyou-1.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/thankyou-1.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2022\/10\/thankyou-1.png?tr=w-375 375w\" sizes=\"(max-width: 822px) 100vw, 822px\" \/><figcaption class=\"wp-element-caption\"><em>VWO lets you segment all sessions that concluded with a purchase<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<p>To exploit the power of bracketed segmentation, just add the 3 segments together and the user will have access to detailed session recordings of \u201cwomen\u201d who \u201cclicked the offer\u201d and \u201cpurchased.\u201d <\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/18-Detailed-session-recording-1024x577.png\" alt=\"Session Recordings in VWO\" class=\"wp-image-42198\" srcset=\"https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/18-Detailed-session-recording-1024x577.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/18-Detailed-session-recording-1024x577.png?tr=w-768 768w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/18-Detailed-session-recording-1024x577.png?tr=w-640 640w, https:\/\/static.wingify.com\/vwo\/uploads\/sites\/3\/2019\/05\/18-Detailed-session-recording-1024x577.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Session Recordings of all women who clicked an offer and bought<\/em><\/figcaption><\/figure>\n\n\n\n<p> ***<\/p>\n\n\n\n<p>Bracketed segmentation is a powerful tool in an eCommerce marketer\u2019s arsenal. Your powers are only limited to your imagination\u2014to further it, following are some lucrative segments for your business that you can start analyzing today. <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>\u2018Used a specific payment method\u2019<\/em> AND <em>\u2018are from a particular city\u2019<\/em><\/li>\n\n\n\n<li><em>\u2018Males\u2019 who \u2018browsed a particular category page\u2019<\/em> AND <em>\u2018added to cart\u2019<\/em> BUT <em>\u2018did not purchase\u2019<\/em><\/li>\n\n\n\n<li><em>\u2018Females\u2019<\/em> FROM <em>\u2018a particular country\u2019<\/em> WITH <em>\u2018an LTV greater than the average\u2019<\/em><\/li>\n<\/ul>\n\n\n\n<p>\nWhat are some of your preferred segments? Let\u2019s start a chat in the comments?\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"<p>An eCommerce marketing leader\u2019s outlook toward analyzing visitor behavior is akin to a chef working with an abundance of onions (a cohort of customers &#8211; &#8220;women shoppers\u201d), and each onion an amalgamation of infinite layers (individual unique traits &#8211; &#8220;from Minnesota\u201d &amp; \u201cusing an iPhone\u201d) comprising them. Whether the chef ends up leading operations at&#8230;<\/p>\n","protected":false},"author":235,"featured_media":46158,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"post_read_time":9,"footnotes":""},"categories":[10563],"tags":[],"feature":[],"industry-type":[10318],"product":[],"role":[],"region":[],"class_list":["post-42055","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-segmentation-targeting"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Dive into eCommerce Customer Segments with VWO<\/title>\n<meta name=\"description\" content=\"In this post, learn how to dive into multiple eCommerce customer segments using the VWO platform. Gain deeper insights into the minds of your customers.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/vwo.com\/blog\/ecommerce-customer-segmentation-vwo\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dive into eCommerce Customer Segments with VWO\" \/>\n<meta property=\"og:description\" content=\"In this post, learn how to dive into multiple eCommerce customer segments using the VWO platform. 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