{"id":4123,"date":"2024-08-30T04:31:08","date_gmt":"2024-08-30T04:31:08","guid":{"rendered":"https:\/\/borderlessaccess.com\/blog\/?p=4123"},"modified":"2025-10-28T05:09:33","modified_gmt":"2025-10-28T05:09:33","slug":"redefining-consumer-insights-amid-the-ai-boom","status":"publish","type":"post","link":"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/","title":{"rendered":"A Brand New Look at Consumer Insights Amid the AI Boom"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<p>From traditional focus groups, surveys, and the occasional boardroom hunch, consumer understanding has come a long way. While these methods still have their place, they\u2019re no longer enough to keep pace with today\u2019s fast-moving, digital world. Businesses now face the challenge of decoding vast amounts of data to truly grasp the needs and behaviors of modern consumers.&nbsp;<\/p><\/br>\n\n\n\n<p>It goes without saying that AI has been one of the most effective technologies at their disposal, enabling companies to make sense of unprecedented amounts of data and glean actionable insights from the same. It is completely transforming the way businesses collect customer data and redefining consumer insights as we know them.&nbsp;<\/p><\/br>\n\n\n\n<p>Businesses can now more easily tap into their consumers\u2019 minds and uncover patterns in their behaviors that might have hitherto gone unnoticed. Accordingly, they can formulate more informed marketing, product development, and customer experience strategies. But to what extent can they benefit from these AI-driven insights? Let\u2019s find out.<\/p><\/br>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_72 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/#What_Kind_of_Novelty_Can_AI_Bring_to_Consumer_Market_Research\" title=\"What Kind of Novelty Can AI Bring to Consumer Market Research?\">What Kind of Novelty Can AI Bring to Consumer Market Research?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/#Leveraging_New-Age_Consumer_Research_Tools_With_a_Blend_of_Human_and_AI_Innovation\" title=\"Leveraging New-Age Consumer Research Tools With a Blend of Human and AI Innovation\">Leveraging New-Age Consumer Research Tools With a Blend of Human and AI Innovation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/#Embracing_the_AI-Powered_Future_of_Customer_Insights\" title=\"Embracing the AI-Powered Future of Customer Insights\">Embracing the AI-Powered Future of Customer Insights<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"h-what-kind-of-novelty-can-ai-bring-to-consumer-market-research\" style=\"font-size:26px\"><span class=\"ez-toc-section\" id=\"What_Kind_of_Novelty_Can_AI_Bring_to_Consumer_Market_Research\"><\/span><strong>What Kind of Novelty Can AI Bring to <\/strong><strong>Consumer Market Research<\/strong><strong>?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Businesses are gradually waking up to the fact that AI tools aren\u2019t just about keeping up with the data; they\u2019re about getting ahead of it. This realization is making them increasingly turn to advanced AI-powered tools that are transforming how they perform market research, gather and analyze consumer data, and glean powerful insights from it.&nbsp;<\/p><\/br>\n\n\n\n<p>There are a number of ways AI tools are redefining <a href=\"https:\/\/borderlessaccess.com\/\">consumer market research<\/a> for businesses:<\/p><\/br>\n\n\n\n<p><strong>Real-Time Analysis on the Fly<\/strong>: Markets and sentiments change every moment nowadays, and businesses can\u2019t get enough real-time updates on it. AI can change that by granting businesses access to real-time data sourced from consumer research panels and social media with algorithms that can analyze data as it\u2019s being generated. This means businesses can now get immediate feedback on customer sentiments, trends, and behaviors and make swift adjustments to their marketing campaigns and product offerings.<\/p><\/br>\n\n\n\n<p><strong>Enhanced Data Sourcing and Integration<\/strong>: Businesses increasingly need quality consumer data from as many sources as possible to design more targeted and effective strategies. Whether it\u2019s consumer panel and communities, social media, customer reviews, website interactions, or sales data, AI tools excel at integrating inputs from diverse sources and consolidate them into a cohesive understanding of consumer preferences.<\/p><\/br>\n\n\n\n<p><strong>Market Forecasting<\/strong>: Nothing compares to being able to get a glimpse of the future in advance when a business wants to anticipate shifts in consumer behavior and preferences to beat the competition. With AI tools, businesses can easily predict future trends based on historical data and assess the behavior patterns of panelists to predict what kind of products and services they are anticipating.&nbsp;<\/p><\/br>\n\n\n\n<p><strong>Robust Sentiment Analysis<\/strong>: Businesses seek a far more nuanced understanding of how customers feel about a brand or product, providing deeper insights than basic quantitative data alone. Through natural language processing (NLP), AI tools can gauge the sentiment behind customer discussions and reviews on panels and social media posts.&nbsp;<\/p><\/br>\n\n\n\n<p><strong>Deliver Personalization at Scale<\/strong>: Businesses are choosing to offer personalized experiences to customers to ensure increased engagement and brand loyalty. AI tools can assist them in this endeavor by analyzing individual customer data or that of a select group of consumers, which helps businesses offer tailored product recommendations.<\/p><\/br>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-leveraging-new-age-consumer-research-tools-with-a-blend-of-human-and-ai-innovation\" style=\"font-size:26px\"><span class=\"ez-toc-section\" id=\"Leveraging_New-Age_Consumer_Research_Tools_With_a_Blend_of_Human_and_AI_Innovation\"><\/span><strong>Leveraging New-Age Consumer Research Tools With a Blend of Human and AI Innovation<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>While reaching out to every consumer is a Herculean task, concentrating on a representative group of selected consumers\u2013brought together on a consumer research panel-certainly makes it easier for businesses to get a glimpse into their opinions and expectations. In order to do so, businesses have umpteen AI tools to assist them, each promising to help them better understand the mindset and behaviors of informed, digitally-savvy consumer groups so they can take the pulse of what\u2019s clicking with tomorrow&#8217;s consumers.<\/p><\/br>\n\n\n\n<p>Nevertheless, in a market flooded with AI tools aiding businesses in conducting consumer research, it is easy to get distracted and overwhelmed by their diverse capabilities. To truly capitalize on AI-driven insights, businesses must adopt a strategic approach to integrating these solutions. They need to find the ones that can cut through the noise and show them the right way forward.&nbsp;<\/p><\/br>\n\n\n\n<p>Our niche first-party <a href=\"https:\/\/borderlessaccess.com\/market-research-panel\" target=\"_blank\" rel=\"noreferrer noopener\">consumer, B2B, and healthcare panels<\/a> serve that purpose quite effectively, allowing businesses to glean actionable insights into the preferences of modern consumers. Embedded with AI and machine learning-based panelist behavior monitoring tools, our panels help brands learn how people act in different situations, offering real-time insights into their evolving preferences. It ensures businesses connect with the right people at the right time through the most effective channels and turn data-driven insights into strategic recommendations.<\/p><\/br>\n\n\n\n<p>To further sharpen the insights generated by our digital-first <a href=\"https:\/\/borderlessaccess.com\/consumer-panels\" target=\"_blank\" rel=\"noreferrer noopener\">consumer panels<\/a>, our engagement team carefully creates a comprehensive lifecycle experience incorporating personalized social media interactions and market-specific incentives to improve engagement quality.<\/p>\n\n\n\n<p>By investing in such advanced tech-driven consumer panels, businesses can access far more high-quality and reliable consumer insights that can form the backbone of their marketing strategies.<\/p><\/br>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-embracing-the-ai-powered-future-of-customer-insights\" style=\"font-size:26px\"><span class=\"ez-toc-section\" id=\"Embracing_the_AI-Powered_Future_of_Customer_Insights\"><\/span><strong>Embracing the AI-Powered Future of Customer Insights<br><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"782\" src=\"https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2024\/08\/consumer-market-research-1024x782.webp\" alt=\"Embracing the AI-Powered Future of Consumer Insights\" class=\"wp-image-4124\" srcset=\"https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2024\/08\/consumer-market-research-1024x782.webp 1024w, https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2024\/08\/consumer-market-research-300x229.webp 300w, https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2024\/08\/consumer-market-research-768x587.webp 768w, https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2024\/08\/consumer-market-research-60x46.webp 60w, https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2024\/08\/consumer-market-research.webp 1250w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>One thing is evident: the future of <a href=\"https:\/\/borderlessaccess.com\/ba-insightz\" target=\"_blank\" rel=\"noreferrer noopener\">consumer insights<\/a> is here, and it\u2019s powered by AI\u2013something which businesses simply cannot afford to miss. As AI tools become increasingly sophisticated, businesses will gain a clearer, more nuanced view of what drives consumer behavior and accordingly, tailor everything from customer engagement to product development and marketing strategies.\u00a0<\/p><\/br>\n\n\n\n<p>It should be noted that businesses embracing these new tools are bound to better understand their customers, anticipate their needs, and deliver exceptional experiences that foster brand loyalty and growth.<\/p><\/br>\n\n\n\n<p>All you have to do is delve into AI-powered market research and transform your insights into a powerful tool for growth and improvement as your brand keeps winning customers and maintaining a rock-solid bottom line!<\/p>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>From traditional focus groups, surveys, and the occasional boardroom hunch, consumer understanding has come a long way. While these methods still have their place, they\u2019re no longer enough to keep pace with today\u2019s fast-moving, digital world. Businesses now face the challenge of decoding vast amounts of data to truly grasp the needs and behaviors of modern consumers.&nbsp; It goes without saying that AI has been one of the most effective technologies at their disposal, enabling companies to make sense of unprecedented amounts of data and glean actionable insights from the same. It is completely transforming the way businesses collect customer&#8230;<\/p>\n","protected":false},"author":21,"featured_media":4125,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-4123","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-and-machine-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.1 (Yoast SEO v22.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Redefining Consumer Insights Amid the AI Boom<\/title>\n<meta name=\"description\" content=\"Read how AI-driven innovations are revolutionizing consumer market research, enabling businesses to uncover unique, futuristic and real time consumer insights.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A Brand New Look at Consumer Insights Amid the AI Boom\" \/>\n<meta property=\"og:description\" content=\"Read how AI-driven innovations are revolutionizing consumer market research, enabling businesses to uncover unique, futuristic and real time consumer insights.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/\" \/>\n<meta property=\"og:site_name\" content=\"Market Research Insights -Borderless Access Blog\" \/>\n<meta property=\"article:published_time\" content=\"2024-08-30T04:31:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-28T05:09:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2024\/08\/consumer-insights-blog-og.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"418\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Cindy Bowdan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Cindy Bowdan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/\",\"url\":\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/\",\"name\":\"Redefining Consumer Insights Amid the AI Boom\",\"isPartOf\":{\"@id\":\"https:\/\/borderlessaccess.com\/blog\/#website\"},\"datePublished\":\"2024-08-30T04:31:08+00:00\",\"dateModified\":\"2025-10-28T05:09:33+00:00\",\"author\":{\"@id\":\"https:\/\/borderlessaccess.com\/blog\/#\/schema\/person\/7cef99a161a6dc7f1d93f063980cd0fd\"},\"description\":\"Read how AI-driven innovations are revolutionizing consumer market research, enabling businesses to uncover unique, futuristic and real time consumer insights.\",\"breadcrumb\":{\"@id\":\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/borderlessaccess.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"A Brand New Look at Consumer Insights Amid the AI Boom\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/borderlessaccess.com\/blog\/#website\",\"url\":\"https:\/\/borderlessaccess.com\/blog\/\",\"name\":\"Market Research Insights - Borderless Access Blog\",\"description\":\"Gain fresh perspectives and insights on global trends for your business growth. Access the latest consumer research and business data insights here.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/borderlessaccess.com\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/borderlessaccess.com\/blog\/#\/schema\/person\/7cef99a161a6dc7f1d93f063980cd0fd\",\"name\":\"Cindy Bowdan\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/borderlessaccess.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2025\/06\/cropped-Cindy-Bowdan-96x96.webp\",\"contentUrl\":\"https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2025\/06\/cropped-Cindy-Bowdan-96x96.webp\",\"caption\":\"Cindy Bowdan\"},\"description\":\"Cindy Bowdan, Insights Director at Borderless Access, leads the development of cutting-edge research strategies that decode consumer behavior across global markets. With a strong command over qualitative and quantitative methodologies, Cindy blends data expertise with cultural intelligence to deliver insights that drive impactful business decisions.\",\"sameAs\":[\"https:\/\/borderlessaccess.com\/\"],\"url\":\"https:\/\/borderlessaccess.com\/blog\/author\/cindy-bowdan\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Redefining Consumer Insights Amid the AI Boom","description":"Read how AI-driven innovations are revolutionizing consumer market research, enabling businesses to uncover unique, futuristic and real time consumer insights.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/","og_locale":"en_US","og_type":"article","og_title":"A Brand New Look at Consumer Insights Amid the AI Boom","og_description":"Read how AI-driven innovations are revolutionizing consumer market research, enabling businesses to uncover unique, futuristic and real time consumer insights.","og_url":"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/","og_site_name":"Market Research Insights -Borderless Access Blog","article_published_time":"2024-08-30T04:31:08+00:00","article_modified_time":"2025-10-28T05:09:33+00:00","og_image":[{"width":800,"height":418,"url":"https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2024\/08\/consumer-insights-blog-og.jpg","type":"image\/jpeg"}],"author":"Cindy Bowdan","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Cindy Bowdan","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/","url":"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/","name":"Redefining Consumer Insights Amid the AI Boom","isPartOf":{"@id":"https:\/\/borderlessaccess.com\/blog\/#website"},"datePublished":"2024-08-30T04:31:08+00:00","dateModified":"2025-10-28T05:09:33+00:00","author":{"@id":"https:\/\/borderlessaccess.com\/blog\/#\/schema\/person\/7cef99a161a6dc7f1d93f063980cd0fd"},"description":"Read how AI-driven innovations are revolutionizing consumer market research, enabling businesses to uncover unique, futuristic and real time consumer insights.","breadcrumb":{"@id":"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/borderlessaccess.com\/blog\/redefining-consumer-insights-amid-the-ai-boom\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/borderlessaccess.com\/blog\/"},{"@type":"ListItem","position":2,"name":"A Brand New Look at Consumer Insights Amid the AI Boom"}]},{"@type":"WebSite","@id":"https:\/\/borderlessaccess.com\/blog\/#website","url":"https:\/\/borderlessaccess.com\/blog\/","name":"Market Research Insights - Borderless Access Blog","description":"Gain fresh perspectives and insights on global trends for your business growth. Access the latest consumer research and business data insights here.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/borderlessaccess.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/borderlessaccess.com\/blog\/#\/schema\/person\/7cef99a161a6dc7f1d93f063980cd0fd","name":"Cindy Bowdan","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/borderlessaccess.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2025\/06\/cropped-Cindy-Bowdan-96x96.webp","contentUrl":"https:\/\/borderlessaccess.com\/blog\/wp-content\/uploads\/2025\/06\/cropped-Cindy-Bowdan-96x96.webp","caption":"Cindy Bowdan"},"description":"Cindy Bowdan, Insights Director at Borderless Access, leads the development of cutting-edge research strategies that decode consumer behavior across global markets. With a strong command over qualitative and quantitative methodologies, Cindy blends data expertise with cultural intelligence to deliver insights that drive impactful business decisions.","sameAs":["https:\/\/borderlessaccess.com\/"],"url":"https:\/\/borderlessaccess.com\/blog\/author\/cindy-bowdan\/"}]}},"_links":{"self":[{"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/posts\/4123","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/comments?post=4123"}],"version-history":[{"count":5,"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/posts\/4123\/revisions"}],"predecessor-version":[{"id":6099,"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/posts\/4123\/revisions\/6099"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/media\/4125"}],"wp:attachment":[{"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/media?parent=4123"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/categories?post=4123"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/borderlessaccess.com\/blog\/wp-json\/wp\/v2\/tags?post=4123"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}