{"id":1674998,"date":"2020-03-23T15:54:05","date_gmt":"2020-03-23T22:54:05","guid":{"rendered":"https:\/\/www.retailpro.com\/News\/blog\/?p=1674998"},"modified":"2020-03-23T15:54:05","modified_gmt":"2020-03-23T22:54:05","slug":"where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c","status":"publish","type":"post","link":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/","title":{"rendered":"Where to find the kind of customer data insights you need to compete like D2C"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1674999\" src=\"https:\/\/www.retailpro.com\/News\/blog\/wp-content\/uploads\/2020\/03\/insight-D2C-640.jpg\" alt=\"\" width=\"640\" height=\"440\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Direct-to-consumer (D2C) brands have unfiltered insight into customer behavior.<\/p>\n<p>With no retailer in the middle, they can easily obtain customer feedback and tailor their offerings accordingly.<\/p>\n<p>Born in the online world, D2C brands remove the retail middleman in order to own the entire relationship, from production to distribution to sale.<\/p>\n<p>And, because they have streamlined supply chains, D2C brands can offer highly competitive prices.<\/p>\n<p>So how can traditional brands compete against those digitally born, like Dollar Shave Club, Casper, and Warby Parker?<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"color: #6f737b;\">Customer data puts you in the know relationally<\/h3>\n<p>&nbsp;<\/p>\n<p>D2C brands own the customer relationship, so they hold a large amount of detailed demographic and behavioral data about their customers.<\/p>\n<p>Customer data is tracked \u2014 from browsing history to final purchase \u2014 allowing the brand to optimize for better, more targeted recommendations.<\/p>\n<p>And each D2C transaction is an opportunity to interact with an engaged consumer.<\/p>\n<p>Traditional brands with a robust omnichannel and social presence should also have that type of data available for analysis.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"color: #6f737b;\">Get demographic data from ecommerce &amp; advertising<\/h3>\n<p>&nbsp;<\/p>\n<p>Ecommerce platforms and digital advertising provide demographic data such as gender, age, preferences, geography and more.<\/p>\n<p>Analyzing customer information provides retailers with a roadmap that details which products are popular, as well as where there may be product gaps.<\/p>\n<p>In other words, data can also show what customers may be looking for but aren&#8217;t able to find.<\/p>\n<p>The most successful D2C players have identified markets that consumers felt were overpriced. By working with their suppliers and providing them nuanced customer personas, traditional brands can trim costs, provide more personalized products and increase sales.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"color: #6f737b;\">Understand psychographics from web &amp; social media data<\/h3>\n<p>&nbsp;<\/p>\n<p>Psychographic data, comprising information about a person&#8217;s values, attitudes, interests and personality traits, can also be extremely important in targeting prospective customers, and website analytics can help gather that type of data.<\/p>\n<p>Reviewing existing site content and previous special offers can paint a picture of what has moved site visitors to click, call, or buy in the past.<\/p>\n<p>That insight will not only inform ecommerce positioning, but in-store marketing as well.<\/p>\n<p>In addition, surveying regular customers can also improve a brand&#8217;s understanding of its clientele.<\/p>\n<p>Psychographic data is easily acquired when advertising on social media platforms.<\/p>\n<p>A robust social advertising strategy has tools that can spread awareness quickly to a targeted set of customers that goes well beyond demographics.<\/p>\n<p>For example, if a sporting goods store learned that many of its customers are mothers, aged 35-50, who run, buy youth soccer equipment, and are also in dog rescue groups, its promotional materials might easily be tailored to reflect that persona.<\/p>\n<p>By using personalized data, traditional brands can adjust their websites, products, and messaging to address their D2C competitors effectively, increasing sales and customer loyalty.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; &nbsp; Direct-to-consumer (D2C) brands have unfiltered insight into customer behavior. With no retailer in the middle, they can easily obtain customer feedback and tailor their offerings accordingly. Born in the online world, D2C brands remove the retail middleman in &hellip; <a href=\"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":13,"featured_media":1675000,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[49],"tags":[19,177],"class_list":["post-1674998","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-retail-customer-business-intelligence","tag-analysis","tag-unified-commerce"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"How can traditional brands compete against those digitally born, such as Dollar Shave Club, Casper, and Warby Parker?\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Monica Quinn\"\/>\n\t<meta name=\"google-site-verification\" content=\"XyKE57WkYbCwHXt3SDA4qQs7vJvHa7b7TGPfm56nHC0\" \/>\n\t<meta name=\"keywords\" content=\"data,insight,data insight,customer data,customer insight,analytics,web analytics,customers analytics,social media data,advertising data,analysis,unified commerce\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Retail Pro Blog | Just another WordPress weblog\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Where to find the kind of customer data insights you need to compete like D2C | Retail Pro Blog\" \/>\n\t\t<meta property=\"og:description\" content=\"How can traditional brands compete against those digitally born, such as Dollar Shave Club, Casper, and Warby Parker?\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2020-03-23T22:54:05+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2020-03-23T22:54:05+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Where to find the kind of customer data insights you need to compete like D2C | Retail Pro Blog\" \/>\n\t\t<meta name=\"twitter:description\" content=\"How can traditional brands compete against those digitally born, such as Dollar Shave Club, Casper, and Warby Parker?\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#article\",\"name\":\"Where to find the kind of customer data insights you need to compete like D2C | Retail Pro Blog\",\"headline\":\"Where to find the kind of customer data insights you need to compete like D2C\",\"author\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/author\\\/uavetisov\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/wp-content\\\/uploads\\\/2020\\\/03\\\/insight-D2C-1200.jpg\",\"width\":1200,\"height\":630},\"datePublished\":\"2020-03-23T15:54:05-07:00\",\"dateModified\":\"2020-03-23T15:54:05-07:00\",\"inLanguage\":\"en-US\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#webpage\"},\"articleSection\":\"Customer Engagement &amp; Business Intelligence, Analysis, unified commerce\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/category\\\/retail-customer-business-intelligence\\\/#listItem\",\"name\":\"Customer Engagement &amp; Business Intelligence\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/category\\\/retail-customer-business-intelligence\\\/#listItem\",\"position\":2,\"name\":\"Customer Engagement &amp; Business Intelligence\",\"item\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/category\\\/retail-customer-business-intelligence\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#listItem\",\"name\":\"Where to find the kind of customer data insights you need to compete like D2C\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#listItem\",\"position\":3,\"name\":\"Where to find the kind of customer data insights you need to compete like D2C\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/category\\\/retail-customer-business-intelligence\\\/#listItem\",\"name\":\"Customer Engagement &amp; Business Intelligence\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/#organization\",\"name\":\"Retail Pro Blog\",\"description\":\"Just another WordPress weblog\",\"url\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/author\\\/uavetisov\\\/#author\",\"url\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/author\\\/uavetisov\\\/\",\"name\":\"Monica Quinn\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#webpage\",\"url\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/\",\"name\":\"Where to find the kind of customer data insights you need to compete like D2C | Retail Pro Blog\",\"description\":\"How can traditional brands compete against those digitally born, such as Dollar Shave Club, Casper, and Warby Parker?\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/author\\\/uavetisov\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/author\\\/uavetisov\\\/#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/wp-content\\\/uploads\\\/2020\\\/03\\\/insight-D2C-1200.jpg\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#mainImage\",\"width\":1200,\"height\":630},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/index.php\\\/2020\\\/03\\\/23\\\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\\\/#mainImage\"},\"datePublished\":\"2020-03-23T15:54:05-07:00\",\"dateModified\":\"2020-03-23T15:54:05-07:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/\",\"name\":\"Retail Pro Blog\",\"description\":\"Just another WordPress weblog\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.retailpro.com\\\/News\\\/blog\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Where to find the kind of customer data insights you need to compete like D2C | Retail Pro Blog","description":"How can traditional brands compete against those digitally born, such as Dollar Shave Club, Casper, and Warby Parker?","canonical_url":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/","robots":"max-image-preview:large","keywords":"data,insight,data insight,customer data,customer insight,analytics,web analytics,customers analytics,social media data,advertising data,analysis,unified commerce","webmasterTools":{"google-site-verification":"XyKE57WkYbCwHXt3SDA4qQs7vJvHa7b7TGPfm56nHC0","miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#article","name":"Where to find the kind of customer data insights you need to compete like D2C | Retail Pro Blog","headline":"Where to find the kind of customer data insights you need to compete like D2C","author":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/author\/uavetisov\/#author"},"publisher":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/www.retailpro.com\/News\/blog\/wp-content\/uploads\/2020\/03\/insight-D2C-1200.jpg","width":1200,"height":630},"datePublished":"2020-03-23T15:54:05-07:00","dateModified":"2020-03-23T15:54:05-07:00","inLanguage":"en-US","mainEntityOfPage":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#webpage"},"isPartOf":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#webpage"},"articleSection":"Customer Engagement &amp; Business Intelligence, Analysis, unified commerce"},{"@type":"BreadcrumbList","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/www.retailpro.com\/News\/blog#listItem","position":1,"name":"Home","item":"https:\/\/www.retailpro.com\/News\/blog","nextItem":{"@type":"ListItem","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/category\/retail-customer-business-intelligence\/#listItem","name":"Customer Engagement &amp; Business Intelligence"}},{"@type":"ListItem","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/category\/retail-customer-business-intelligence\/#listItem","position":2,"name":"Customer Engagement &amp; Business Intelligence","item":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/category\/retail-customer-business-intelligence\/","nextItem":{"@type":"ListItem","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#listItem","name":"Where to find the kind of customer data insights you need to compete like D2C"},"previousItem":{"@type":"ListItem","@id":"https:\/\/www.retailpro.com\/News\/blog#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#listItem","position":3,"name":"Where to find the kind of customer data insights you need to compete like D2C","previousItem":{"@type":"ListItem","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/category\/retail-customer-business-intelligence\/#listItem","name":"Customer Engagement &amp; Business Intelligence"}}]},{"@type":"Organization","@id":"https:\/\/www.retailpro.com\/News\/blog\/#organization","name":"Retail Pro Blog","description":"Just another WordPress weblog","url":"https:\/\/www.retailpro.com\/News\/blog\/"},{"@type":"Person","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/author\/uavetisov\/#author","url":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/author\/uavetisov\/","name":"Monica Quinn"},{"@type":"WebPage","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#webpage","url":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/","name":"Where to find the kind of customer data insights you need to compete like D2C | Retail Pro Blog","description":"How can traditional brands compete against those digitally born, such as Dollar Shave Club, Casper, and Warby Parker?","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/#website"},"breadcrumb":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#breadcrumblist"},"author":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/author\/uavetisov\/#author"},"creator":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/author\/uavetisov\/#author"},"image":{"@type":"ImageObject","url":"https:\/\/www.retailpro.com\/News\/blog\/wp-content\/uploads\/2020\/03\/insight-D2C-1200.jpg","@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#mainImage","width":1200,"height":630},"primaryImageOfPage":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/#mainImage"},"datePublished":"2020-03-23T15:54:05-07:00","dateModified":"2020-03-23T15:54:05-07:00"},{"@type":"WebSite","@id":"https:\/\/www.retailpro.com\/News\/blog\/#website","url":"https:\/\/www.retailpro.com\/News\/blog\/","name":"Retail Pro Blog","description":"Just another WordPress weblog","inLanguage":"en-US","publisher":{"@id":"https:\/\/www.retailpro.com\/News\/blog\/#organization"}}]},"og:locale":"en_US","og:site_name":"Retail Pro Blog | Just another WordPress weblog","og:type":"article","og:title":"Where to find the kind of customer data insights you need to compete like D2C | Retail Pro Blog","og:description":"How can traditional brands compete against those digitally born, such as Dollar Shave Club, Casper, and Warby Parker?","og:url":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/","article:published_time":"2020-03-23T22:54:05+00:00","article:modified_time":"2020-03-23T22:54:05+00:00","twitter:card":"summary","twitter:title":"Where to find the kind of customer data insights you need to compete like D2C | Retail Pro Blog","twitter:description":"How can traditional brands compete against those digitally born, such as Dollar Shave Club, Casper, and Warby Parker?"},"aioseo_meta_data":{"post_id":"1674998","title":"Where to find the kind of customer data insights you need to compete like D2C | #site_title","description":"How can traditional brands compete against those digitally born, such as Dollar Shave Club, Casper, and Warby Parker?","keywords":[{"label":"data","value":"data"},{"label":"insight","value":"insight"},{"label":"data insight","value":"data insight"},{"label":"customer data","value":"customer data"},{"label":"customer insight","value":"customer insight"},{"label":"analytics","value":"analytics"},{"label":"web analytics","value":"web analytics"},{"label":"customers analytics","value":"customers analytics"},{"label":"social media data","value":"social media data"},{"label":"advertising data","value":"advertising data"}],"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"Article","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"location":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2021-03-18 16:00:28","updated":"2025-08-26 07:08:50","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.retailpro.com\/News\/blog\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.retailpro.com\/News\/blog\/index.php\/category\/retail-customer-business-intelligence\/\" title=\"Customer Engagement &amp; Business Intelligence\">Customer Engagement &amp; Business Intelligence<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tWhere to find the kind of customer data insights you need to compete like D2C\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.retailpro.com\/News\/blog"},{"label":"Customer Engagement &amp; Business Intelligence","link":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/category\/retail-customer-business-intelligence\/"},{"label":"Where to find the kind of customer data insights you need to compete like D2C","link":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/2020\/03\/23\/where-to-find-the-kind-of-customer-data-insights-you-need-to-compete-like-d2c\/"}],"_links":{"self":[{"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/posts\/1674998","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/comments?post=1674998"}],"version-history":[{"count":0,"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/posts\/1674998\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/media\/1675000"}],"wp:attachment":[{"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/media?parent=1674998"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/categories?post=1674998"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.retailpro.com\/News\/blog\/index.php\/wp-json\/wp\/v2\/tags?post=1674998"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}