{"id":68727,"date":"2021-06-25T15:26:00","date_gmt":"2021-06-25T15:26:00","guid":{"rendered":"https:\/\/rockcontent.com\/?p=68727"},"modified":"2025-09-08T06:42:06","modified_gmt":"2025-09-08T09:42:06","slug":"consumer-behavior-data","status":"publish","type":"post","link":"https:\/\/pingback.com\/en\/resources\/consumer-behavior-data\/","title":{"rendered":"How to use consumer behavior data to improve the experience of your customers"},"content":{"rendered":"<p>You know consumer brands spend millions every year to attract, engage and retain their perfect customer, right?<\/p>\n<p>In this process, they create highly targeted interactive ad campaigns and generate digital marketing and content marketing programs that speak to the consumer on a one-to-one basis.&nbsp;<\/p>\n<p>So, what is their secret?<\/p>\n<p><strong>Well, these businesses develop these campaigns based on data collected throughout the customer lifecycle<\/strong>.<\/p>\n<p>They also use this valuable intelligence to create personalized and targeted buying experiences.&nbsp;<\/p>\n<p><strong>The great news for you?<\/strong> <strong>Your business can do the exact same thing.&nbsp;<\/strong><\/p>\n<p>Here is our guide about the different ways to collect and use consumer behavior data (<em>with examples from top consumer brands<\/em>).<\/p>\n<p>Enjoy!<\/p>\n<h2 class=\"wp-block-heading\">What Is Consumer Behavior Data?<\/h2>\n<p>Consumer behavior data is what drives <a href=\"https:\/\/pingback.com\/en\/resources\/data-driven-marketing\/\" target=\"_blank\" rel=\"noreferrer noopener\">digital marketing<\/a> activities.&nbsp;<\/p>\n<p><strong>It is a great piece of information about a customer&#8217;s buying habits<\/strong>. And it is collected every time someone orders an item online or visits a restaurant, for example.&nbsp;<\/p>\n<p>Let&#8217;s think about convenience stores for a moment.&nbsp;<\/p>\n<ul class=\"wp-block-list\">\n<li>Their owners can watch how their customers shop, what they buy, and how often they come into the store.<\/li>\n<li>They know their customers by their first name and probably know their children&#8217;s names and when their birthdays are.<\/li>\n<li>These business owners inherently know when to purchase the most popular items because they know their customer&#8217;s purchasing habits.<\/li>\n<\/ul>\n<p>Now imagine gathering these types of information, but on a much larger scale. It&#8217;s pretty hard.<\/p>\n<p><strong>That is why eCommerce stores and retail chain owners need better ways to keep track of customer behavior.&nbsp;<\/strong><\/p>\n<p>And that&#8217;s where data collection technologies come in to capture how consumers are shopping and why they make their purchasing decisions.<\/p>\n<h2 class=\"wp-block-heading\">Why Should You Collect Consumer Behavior Data?<\/h2>\n<p>First of all, to learn how your customers behave, you need to create a 360\u00b0 view of the <a href=\"https:\/\/pingback.com\/en\/resources\/buyers-journey\/\" target=\"_blank\" rel=\"noreferrer noopener\">customer&#8217;s journey<\/a>.&nbsp;<\/p>\n<p><strong>You start by understanding the types of factors that influence buying behavior.&nbsp;<\/strong><\/p>\n<p>We all know that the broadcast media and social media channels bombard consumers with digital marketing, branding, and content marketing messages to influence consumers.&nbsp;<\/p>\n<p>But often, buyers make decisions based on referrals or suggestions from their peer group, family, or simply based on their likes and dislikes.&nbsp;<\/p>\n<p>This brings us to the main point.<\/p>\n<p><strong>Collecting data about the individual consumer, how they make decisions, and why they purchase their products<\/strong> will help marketers create a more satisfying buying experience.<\/p>\n<p>And trust us: a lot of it has to do with personalization.&nbsp;<\/p>\n<p>Here are a few statistics. <a href=\"https:\/\/twitter.com\/netflix\/status\/365577591563882496\" target=\"_blank\" rel=\"noreferrer noopener\">75% of viewer activity<\/a> on Netflix is driven by recommendation, and <a href=\"https:\/\/www.mckinsey.com\/industries\/retail\/our-insights\/how-retailers-can-keep-up-with-consumers\" target=\"_blank\" rel=\"noreferrer noopener\">35% of Amazon&#8217;s revenue<\/a> is generated by its recommendation engine.<\/p>\n<p>Impressive, don&#8217;t you agree?<\/p>\n<p>Consumers are obsessed with technology and constantly demand a personalized experience across all communications channels.&nbsp;<\/p>\n<p><strong>In this context, marketers should collect and use consumer behavior data to create better experiences<\/strong>, optimizing all three stages of the customer lifecycle:<\/p>\n<ol class=\"wp-block-list\">\n<li>The acquisition stage, when consumers decide which products to buy and where they will buy them.<\/li>\n<li>The engagement stage, that determines what channels and promotions will attract customers.<\/li>\n<li>And the retention stage, the process of pleasing customers and converting them into advocates for your brand.<\/li>\n<\/ol>\n<h2 class=\"wp-block-heading\">How Do You Collect Consumer Behavior Data?<\/h2>\n<p>Simple.<\/p>\n<p><strong>\u21b3 A <\/strong><a href=\"https:\/\/pingback.com\/en\/resources\/crm-tools\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>customer relationship management (CRM)<\/strong><\/a><strong> system<\/strong> collects and stores information about consumers.&nbsp;<\/p>\n<p>This data includes personal demographics like job, age, and personal interests. The CRM also collects buying activities like what products were purchased and how much they paid.<\/p>\n<p>Many brands track customer intent activities which help predict what products they are considering to purchase in the future.&nbsp;<\/p>\n<p>Viewing certain websites or reading blogs to conduct research are all intent activities.<\/p>\n<p><strong>\u21b3 Surveys and other types of marketing research tools also collect valuable opinions from customers.<\/strong><\/p>\n<p>Many brands use standardized surveys. One popular model is known as the Net Promoter Score.&nbsp;<\/p>\n<p>Customer experience teams send periodic surveys via email asking consumers with they would recommend the brand to a friend.&nbsp;<\/p>\n<p>There is a 1-10 scale indicating which customers are promoters (9-10), passives (7-8), or detractors (1-6).&nbsp;<\/p>\n<p><strong>\u21b3 In addition, customer forums, social media channels, and focus groups <\/strong>are popular ways to collect consumer perceptions and attitudes towards the brand.&nbsp;<\/p>\n<p>Not only can companies find out who their loyal customers are, but they can also target digital marketing campaigns to reward their promoters.<\/p>\n<p>There&#8217;s another layer here that&#8217;s easy to overlook: the passive data that gets picked up while people simply browse, swipe, or linger over a product image. All those micro-interactions\u2014how long someone stares at a photo, whether they click to zoom, which items they pause on during a scroll\u2014get scooped up too. Brands interpret these little behavioral nudges to fine-tune everything from homepage layouts to which products end up in your email recommendations. It might feel a little much sometimes, but, yeah, that&#8217;s why sites can start feeling like they&#8217;re reading your mind. Freaky or helpful, depending on your mood (or your caffeine level).<\/p>\n<p>The real challenge, though, is figuring out what&#8217;s actually useful within that ocean of noise. Anyone who&#8217;s tried to untangle messy spreadsheets or compare sentiment scores from a dozen social listening tools knows this struggle. Some brands have started pairing traditional focus group insights with real-time analytics\u2014so they&#8217;re not just guessing at trends, but actually watching them unfold. That blend of qualitative and quantitative data tends to reveal the gaps you can&#8217;t see from numbers alone, like when customers say they love your brand but quietly start drifting away. It&#8217;s not always neat or obvious, but digging into this mess is where the gold usually hides.<\/p>\n<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/resources.rockcontent.com\/webinar-rand-fishkin-interview\" target=\"_blank\" rel=\"noopener\"><img data-opt-id=223201181  data-opt-src=\"https:\/\/mlgzkyrbq6eh.i.optimole.com\/w:auto\/h:auto\/q:mauto\/https:\/\/pingback.com\/br\/resources\/wp-content\/uploads\/2021\/06\/Webinar-First-party-Data-and-a-Changing-Market-with-Rand-Fishkin.png\"  decoding=\"async\" src=\"data:image/svg+xml,%3Csvg%20viewBox%3D%220%200%20100%%20100%%22%20width%3D%22100%%22%20height%3D%22100%%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Crect%20width%3D%22100%%22%20height%3D%22100%%22%20fill%3D%22transparent%22%2F%3E%3C%2Fsvg%3E\" alt=\"\" class=\"wp-image-68728\"\/><\/a><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\">How Do You Analyze Consumer Behavior Data?<\/h2>\n<p>Ok, so now you have wonderful data on your hands.<\/p>\n<p>Consumer activity and behaviors are being measured on your website and eCommerce platform using <a href=\"https:\/\/pingback.com\/en\/resources\/marketing-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">analytical tools<\/a>, like Google Analytics.&nbsp;<\/p>\n<p>And social channels such as Facebook and Twitter are providing their own valuable information through their data analytics platforms.<\/p>\n<p>But let&#8217;s face it.<\/p>\n<p><strong>There are millions of transactions every minute, so is not easy to keep track of everything.<\/strong><\/p>\n<p>This is why many brands rely on consumer data analytics software to organize and report on buying trends for their products and competitors.<\/p>\n<p>It is a smart way to put information in a format that company executives and marketing professionals can quickly digest.&nbsp;<\/p>\n<p>The software can process large volumes of data and generate interactive reports and dashboards on a real-time basis.<\/p>\n<p><strong>As a result, decisions can be made quickly without worrying about a lag in information.<\/strong> This helps companies keep their campaigns fresh and relevant to their customers.&nbsp;<\/p>\n<h2 class=\"wp-block-heading\">How to Use Consumer Behavior Data to Succeed in Your Marketing Strategies<\/h2>\n<p>The best advice we can give here is: listen to what your data is screaming.<\/p>\n<p><strong>Why screaming? <\/strong>Because we are living in an era of conscious consumers, where very little is tolerated by them.<\/p>\n<p>People are not afraid to take a stand \u2014 and they will easily turn against unethical businesses.<\/p>\n<p>Yes, using consumer data helps a company to create better, <a href=\"https:\/\/pingback.com\/en\/resources\/personalized-marketing\/\" target=\"_blank\" rel=\"noreferrer noopener\">more personalized buying experiences<\/a>.<\/p>\n<p><strong>But it also educates brands about behavior trends in a world of fast-paced changes.<\/strong><\/p>\n<p>It encourages businesses to become more transparent about their processes and rewards them for doing so.&nbsp;<\/p>\n<p>In that way, consumer behavior data can really guide improved strategies that are more aligned to a new (and conscious) way of shopping.&nbsp;<\/p>\n<h2 class=\"wp-block-heading\">How Companies Benefit from Consumer Behavior Data?<\/h2>\n<p>Here are some examples of big players using data in the right manner.<\/p>\n<h3 class=\"wp-block-heading\">Apple&nbsp;<\/h3>\n<figure class=\"wp-block-image size-full\"><img data-opt-id=775150987  data-opt-src=\"https:\/\/mlgzkyrbq6eh.i.optimole.com\/w:auto\/h:auto\/q:mauto\/https:\/\/pingback.com\/br\/resources\/wp-content\/uploads\/2021\/06\/Apple-scaled.jpeg\"  decoding=\"async\" src=\"data:image/svg+xml,%3Csvg%20viewBox%3D%220%200%20100%%20100%%22%20width%3D%22100%%22%20height%3D%22100%%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Crect%20width%3D%22100%%22%20height%3D%22100%%22%20fill%3D%22transparent%22%2F%3E%3C%2Fsvg%3E\" alt=\"Recommended sessions on the Apple Store app, based on the Apple products a person owns\" class=\"wp-image-69611\"\/><figcaption><em>Source: <a href=\"https:\/\/www.macstories.net\/news\/apple-store-ios-app-updated-with-new-sessions-tab-and-personalization-features\/\" target=\"_blank\" rel=\"noreferrer noopener\">MacStories<\/a><\/em><\/figcaption><\/figure>\n<p>Apple is an excellent example of a company built on consumer behavior analytics.&nbsp;<\/p>\n<p><strong>In the early days of marketing, it understood the need to create a loyal customer base<\/strong>, even if that meant giving up market share.&nbsp;<\/p>\n<p>As a result, Apple founder Steve Jobs didn&#8217;t share his operating system with other companies as Microsoft did with their MS-DOS system.&nbsp;<\/p>\n<p>At first, many industry critics questioned this philosophy.&nbsp;<\/p>\n<p><strong>Still, as Apple expanded into the digital era, they took advantage of their loyal customers<\/strong> to dominate the downloadable music (iTunes), smartphones (iPhones), and tablet computer (iPad) product categories.&nbsp;<\/p>\n<p>By harnessing data from music downloads and app purchases, Apple succeeds in creating personalized customer experiences.<\/p>\n<h3 class=\"wp-block-heading\">Amazon&nbsp;<\/h3>\n<figure class=\"wp-block-image size-full\"><img data-opt-id=1856710195  data-opt-src=\"https:\/\/mlgzkyrbq6eh.i.optimole.com\/w:auto\/h:auto\/q:mauto\/https:\/\/pingback.com\/br\/resources\/wp-content\/uploads\/2021\/06\/Amazon.png\"  decoding=\"async\" src=\"data:image/svg+xml,%3Csvg%20viewBox%3D%220%200%20100%%20100%%22%20width%3D%22100%%22%20height%3D%22100%%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Crect%20width%3D%22100%%22%20height%3D%22100%%22%20fill%3D%22transparent%22%2F%3E%3C%2Fsvg%3E\" alt=\"The recommendation system on Amazon showing two sections: \"Customers who bought this item also bought\" and \"Customers who read this book also read\"\" class=\"wp-image-69620\"\/><\/figure>\n<p>The key to Amazon&#8217;s success and domination in the eCommerce sector is its ability to recommend various products to customers based on several factors.&nbsp;<\/p>\n<p>Of course, shopping and browsing activity is essential, but the types of products consumers buy and styles, colors, and features are also important.&nbsp;<\/p>\n<p><strong>So, what impact does the recommendation engine have on overall business?<\/strong>&nbsp;<\/p>\n<p>You already know that: 35% of all sales are generated by the recommendation engine.<\/p>\n<p>The data collected during the shopping experience is analyzed by an open-source artificial intelligence platform known as DSSTNE (pronounced &#8220;destiny&#8221;) that not only recommends products but decides which order to present them in.&nbsp;<\/p>\n<p><strong>Amazon continues to optimize the DSSTNE system<\/strong> to often promote less popular but more profitable products as part of their recommendations.<\/p>\n<h3 class=\"wp-block-heading\">Netflix&nbsp;<\/h3>\n<figure class=\"wp-block-image size-full\"><img data-opt-id=29588963  data-opt-src=\"https:\/\/mlgzkyrbq6eh.i.optimole.com\/w:auto\/h:auto\/q:mauto\/https:\/\/pingback.com\/br\/resources\/wp-content\/uploads\/2021\/06\/Netflix.png\"  decoding=\"async\" src=\"data:image/svg+xml,%3Csvg%20viewBox%3D%220%200%20100%%20100%%22%20width%3D%22100%%22%20height%3D%22100%%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Crect%20width%3D%22100%%22%20height%3D%22100%%22%20fill%3D%22transparent%22%2F%3E%3C%2Fsvg%3E\" alt=\"The new Netflix feature that allows people to click on a \"Play Something\" button and watch a movie or series based on their tastes.\" class=\"wp-image-69623\"\/><figcaption><em>Source: <a href=\"https:\/\/marker.medium.com\/a-brief-history-of-netflix-personalization-1f2debf010a1\" target=\"_blank\" rel=\"noreferrer noopener\">Marker.Medium<\/a><\/em><\/figcaption><\/figure>\n<p>Consumer behavior data drives the recommendation engine for Netflix, and their complex algorithms suggest content based on the behaviors of millions of viewers.&nbsp;<\/p>\n<p><strong>To expand their services into new regions, Netflix required vast amounts of data<\/strong> to feed the recommendation engine.&nbsp;<\/p>\n<p>But the efforts paid off.&nbsp;<\/p>\n<p>According to <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/2843948\" target=\"_blank\" rel=\"noreferrer noopener\">Neil Hunt<\/a>, former Chief Product Officer at Netflix, their recommendation system saves $1 billion per year.<\/p>\n<h2 class=\"wp-block-heading\">Wrap Up: Customer Behavior Data Continues to Evolve with the Changing Business Environment<\/h2>\n<p>In conclusion, companies will always need to understand who their customers are and how they behave when buying their products.&nbsp;<\/p>\n<p><strong>As the needs of the consumers sway with the economic and popular culture winds<\/strong>, business leaders need to keep aware of these changes in order to stay current and maximize their return on their digital marketing investment.&nbsp;<\/p>\n<p>Technologies that collect, track, and analyze consumer behavior data can improve the shopping experience and help brands create products that resonate with their most loyal customers.&nbsp;<\/p>\n<p><strong>And you know what else can help you gather data?<\/strong> <strong>Content and interactivity<\/strong>.<\/p>\n<p>Read about this in our post on <a href=\"https:\/\/pingback.com\/en\/resources\/interactive-content-to-gather-data\/\" target=\"_blank\" rel=\"noreferrer noopener\">how to get valuable information from your public with <strong>interactive content<\/strong><\/a>!<\/p>\n<p> }}<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Knowing how to collect and analyze consumer behavior data can be helpful for businesses that want to predict their customers\u2019 actions and desires.<\/p>\n","protected":false},"author":1,"featured_media":71339,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[],"class_list":["post-68727","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-marketing"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.5 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