{"id":9919,"date":"2023-12-22T23:54:30","date_gmt":"2023-12-23T05:54:30","guid":{"rendered":"https:\/\/staginggembah.wpengine.com\/?p=9919"},"modified":"2024-11-04T11:44:51","modified_gmt":"2024-11-04T17:44:51","slug":"advanced-market-research-data-driven-insights-for-successful-product-design-and-development","status":"publish","type":"post","link":"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/","title":{"rendered":"Advanced Market Research: Data-Driven Insights for Successful Product Design and Development"},"content":{"rendered":"\n<p>Successful product design and development requires a deep understanding of the market and the needs of potential customers. In product design, specifically, advanced market research is crucial to gain insights that inform key decisions throughout the development process. As leaders in our companies, and in our fields, we all want to leverage the tools of the digital era for a more data-driven product management process. This keeps stakeholders comfortable and the future looking bright. But how have you leveraged data to develop a strategy for your product?<\/p>\n\n\n\n<p>To understand how to use data in this way, we have to first understand advanced product management analytics as a whole. After all, your research should go beyond basic demographics and surveys. Plus, we must take a deep dive into how this research can help our designers and developers create products that meet the needs of our target audience. From identifying customer pain points to testing product prototypes, let\u2019s look into the specific methods and tools that can help turn market research into actionable insights for <a data-wpil=\"url\" href=\"https:\/\/gembah.com\/about-us\/our-platform\/\">successful product design and development<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"685\" src=\"https:\/\/gembah.com\/wp-content\/uploads\/2022\/08\/pexels-tom-fisk-3856440-1024x685.jpg\" alt=\"\" class=\"wp-image-9242\"\/><\/figure>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_67_1 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 \" >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 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Learning_the_Competitive_Landscape\" title=\"Learning the Competitive Landscape&nbsp;\">Learning the Competitive Landscape&nbsp;<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Gaps_In_the_Market\" title=\"Gaps In the Market\">Gaps In the Market<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Its_All_About_Demand\" title=\"It\u2019s All About Demand\">It\u2019s All About Demand<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Identify_Customer_Pain_Points\" title=\"Identify Customer Pain Points\">Identify Customer Pain Points<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Advanced_Methods_for_Market_Research\" title=\"Advanced Methods for Market Research\">Advanced Methods for Market Research<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Ethnography\" title=\"Ethnography\">Ethnography<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Eye-tracking\" title=\"Eye-tracking\">Eye-tracking<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Neuromarketing\" title=\"Neuromarketing\">Neuromarketing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Artificial_Intelligence_AI\" title=\"Artificial Intelligence (AI)\">Artificial Intelligence (AI)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Virtual_Reality_VR\" title=\"Virtual Reality (VR)\">Virtual Reality (VR)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Big_Data_Analytics\" title=\"Big Data Analytics\">Big Data Analytics<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/#Successful_Product_Design_and_Development_With_Gembah\" title=\"Successful Product Design and Development With Gembah\">Successful Product Design and Development With Gembah<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"h-learning-the-competitive-landscape\"><span class=\"ez-toc-section\" id=\"Learning_the_Competitive_Landscape\"><\/span>Learning the Competitive Landscape&nbsp;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>When assessing how well you have leveraged data to develop your strategy, you have to investigate hoe successful you have been in learning and understanding the competitive landscape. It is perhaps the most basic task of any market research team. But, it is still one of the most important aspects of product management analytics.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-gaps-in-the-market\"><span class=\"ez-toc-section\" id=\"Gaps_In_the_Market\"><\/span>Gaps In the Market<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>One method that market researchers inform product designers about the competitive landscape is by identifying gaps in the market. By analyzing competitors&#8217; products, designers can identify areas where there are <a href=\"https:\/\/uk.indeed.com\/career-advice\/career-development\/identify-market-gap\">unmet customer needs or preferences<\/a>. This provides an opportunity for product design and development that fills in the gaps. Which, of course, gives developers the opportunity to differentiate themselves from competitors.<\/p>\n\n\n\n<p>How do you go about this? Analyzing customer feedback, reviews, and ratings of competitors&#8217; products is a fantastic first step. By doing so, designers can identify areas where their products can offer more value. For example, if customers consistently complain about a particular feature of a competitor&#8217;s product, designers can prioritize improving or addressing that feature in their own product.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-it-s-all-about-demand\"><span class=\"ez-toc-section\" id=\"Its_All_About_Demand\"><\/span>It\u2019s All About Demand<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>One major thing you need to know before embarking on a product design and development process is <a data-wpil=\"url\" href=\"https:\/\/gembah.com\/blog\/how-to-create-a-product-to-sell\/\">how big the market is<\/a> for your idea. By analyzing the market, with sources such as industry reports and sales data, developers can gain insight into the size of the market, its growth potential, and potential barriers to entry. Obviously, this will determine whether their product has the potential to succeed in the market.<\/p>\n\n\n\n<p>Market research can also provide insights into the potential demand. This starts with analyzing customer data, such as customer preferences, purchasing behavior, and demographics. Using that information, designers and developers can make informed decisions about product features, pricing, and marketing strategies.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-identify-customer-pain-points\"><span class=\"ez-toc-section\" id=\"Identify_Customer_Pain_Points\"><\/span>Identify Customer Pain Points<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>When assessing how you have leveraged data to develop a strategy, you must also gauge your success in identifying customer pain points. We\u2019ve all done customer surveys and interviews to gain an understanding of their needs, expectations, and frustrations. The insight gained is invaluable. But how do we move past this to more advanced market research? One method is by analyzing customer feedback on social media platforms and review websites. This feedback can provide valuable information regarding <a href=\"https:\/\/blog.hubspot.com\/sales\/uncover-business-pain#:~:text=The%20best%20way%20to%20discover,understand%20and%20solve%20their%20problems.\">the issues that customers face<\/a> when using competitors\u2019 products, as well as the features that customers value most. Designers and developers can use this information to create products that address the pain points and needs of their target customers.<\/p>\n\n\n\n<p>In addition, market research can help identify pain points that customers may not even be aware of. By analyzing data on industry trends, emerging technologies, and changing customer preferences, you can identify opportunities to create products that buyers will love, even if they didn\u2019t think of it themselves!<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"681\" src=\"https:\/\/gembah.com\/wp-content\/uploads\/2022\/08\/Warehousing_Gembah_ImageOne-1-1024x681.jpg\" alt=\"\" class=\"wp-image-9241\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-advanced-methods-for-market-research\"><span class=\"ez-toc-section\" id=\"Advanced_Methods_for_Market_Research\"><\/span>Advanced Methods for Market Research<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Sure, we\u2019ve all heard of the basics. Surveys, interviews, focus groups, and online analytics are <a href=\"https:\/\/gembah.com\/blog\/product-development-process\/\">already in our repertoire<\/a>. Let\u2019s take a look outside the box \u2013 here are some advanced methods for market research that will propel you deeper into the 21st century.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ethnography\"><span class=\"ez-toc-section\" id=\"Ethnography\"><\/span>Ethnography<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Put simply, ethnography involves observing and studying people in their natural environment. This approach provides a rich understanding of customer behavior and preferences, and can reveal insights that are not apparent through other research methods. Ethnographic research can involve in-person observation. Or, thanks to the modern age, it can be conducted remotely using video conferencing software.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-eye-tracking\"><span class=\"ez-toc-section\" id=\"Eye-tracking\"><\/span>Eye-tracking<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Eye-tracking technology measures where individuals focus their attention when viewing a product or website. This information can be used to optimize product design and user experience. Eye-tracking studies can be conducted in a lab or remotely, using specialized equipment or software that tracks eye movements. This data-driven product management strategy can help you get a good idea of both <a href=\"https:\/\/imotions.com\/blog\/insights\/trend\/free-eye-tracking-software\/\">conscious and unconscious preferences<\/a> that future customers hold.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-neuromarketing\"><span class=\"ez-toc-section\" id=\"Neuromarketing\"><\/span>Neuromarketing<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Neuromarketing involves using biometric data to measure and analyze consumer responses to products and marketing messages. This approach provides insights into unconscious decision-making processes and can be used to <a href=\"https:\/\/hbr.org\/2019\/01\/neuromarketing-what-you-need-to-know#:~:text=%E2%80%9CNeuromarketing%E2%80%9D%20loosely%20refers%20to%20the,pricing%2C%20and%20other%20marketing%20areas.\">optimize product design and marketing<\/a> campaigns. Biometric data can include brain activity, heart rate, and skin conductance.<\/p>\n\n\n<div class=\"banner\">\r\n    <div class=\"title\">\r\n        <span class=\"light\">Launch Your Product Faster<br> with<\/span>\r\n        <span class=\"bold\">Gembah<\/span>\r\n    <\/div>\r\n    <div class=\"subtitle\">\r\n        <span>1000\u2019s of vetted factories, designers, and experts are a few clicks away!<\/span>\r\n    <\/div>\r\n    <a href=\"\/expert-help\/\" target=\"_blank\" class=\"cta-button\">Get Started Now<\/a>\r\n<\/div>\r\n<style>\r\n    .banner {\r\n        background-color: #0692FB;\r\n        background-image: radial-gradient(rgba(255, 255, 255, 0.07) 1.6px, transparent 1px);\r\n        background-size: 7px 7px;\r\n        color: #ffffff;\r\n        padding: 30px;\r\n        text-align: center;\r\n        font-family: Arial, sans-serif;\r\n        border-radius: 12px;\r\n        max-width: 540px;\r\n        margin: 20px auto 40px;\r\n        box-shadow: 0px 8px 16px rgba(0, 0, 0, 0.2);\r\n        display: inline-block;\r\n    }\r\n\r\n    .banner .title {\r\n        font-family: 'Poppins', sans-serif;\r\n        font-size: 28px;\r\n        margin: 5px 20px 0;\r\n        text-shadow: 1px 1px 4px rgba(0, 0, 0, 0.2);\r\n        line-height: 1.2;\r\n        color:#ffffff!important;\r\n    }\r\n\r\n    .banner .title .light {\r\n        font-weight: 400;\r\n    }\r\n\r\n    .banner .title .bold {\r\n        font-weight: 900;\r\n    }\r\n\r\n    .banner .subtitle {\r\n        font-family: 'Jost', sans-serif;\r\n        font-size: 18px;\r\n        font-weight: 400;\r\n        line-height: 1.25;\r\n        margin: 14px 60px 20px;\r\n        text-shadow: 1px 1px 4px rgba(0, 0, 0, 0.2);\r\n        word-spacing: 0.8px;\r\n        color:#ffffff!important;\r\n    }\r\n\r\n    \/* More specific selector with !important overrides *\/\r\n    .banner a.cta-button {\r\n        background-color: #fdbc52 !important;\r\n        color: #1e1e1e !important;\r\n        font-family: 'Jost', sans-serif !important;\r\n        font-size: 20px !important;\r\n        font-weight: 900 !important;\r\n        padding: 9px 19px !important;\r\n        border-radius: 6px !important;\r\n        margin: 15px 0 10px !important;\r\n        cursor: pointer !important;\r\n        text-decoration: none !important;\r\n        display: inline-block !important;\r\n        transition: background-color 0.3s ease !important;\r\n        box-shadow: 0px 6px 12px rgba(0, 0, 0, 0.3) !important;\r\n    }\r\n\r\n    .banner a.cta-button:hover {\r\n        background-color: #e6a946 !important;\r\n    }\r\n\r\n    @media (max-width: 600px) {\r\n        .banner {\r\n            max-width: 90%;\r\n            margin: 20px auto;\r\n        }\r\n\r\n        .banner .title {\r\n            font-size: 20px;\r\n            margin: 0px 0;\r\n        }\r\n\r\n        .banner .subtitle {\r\n            font-size: 16px;\r\n            font-weight: 500;\r\n            margin: 20px 20px 0;\r\n            margin-bottom: 30px;\r\n        }\r\n\r\n        .banner a.cta-button {\r\n            font-size: 16px !important;\r\n            padding: 10px !important;\r\n            width: 100% !important;\r\n        }\r\n    }\r\n<\/style>\r\n\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-artificial-intelligence-ai\"><span class=\"ez-toc-section\" id=\"Artificial_Intelligence_AI\"><\/span>Artificial Intelligence (AI)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI-powered market research tools can analyze large volumes of customer data to identify patterns and trends. This can provide insights into customer preferences and behavior that, in turn, can <a data-wpil=\"url\" href=\"https:\/\/gembah.com\/services\/product-design\/\">inform product design<\/a> and development. AI can also be used to analyze social media conversations about a product or service, helping to identify pain points.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-virtual-reality-vr\"><span class=\"ez-toc-section\" id=\"Virtual_Reality_VR\"><\/span>Virtual Reality (VR)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Want to go even more tech-forward? VR can be used to simulate customer experiences with a product, providing insights into how users interact with it in a virtual environment. VR can be used to test products before they are launched, or even before they are physically prototyped.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-big-data-analytics\"><span class=\"ez-toc-section\" id=\"Big_Data_Analytics\"><\/span>Big Data Analytics<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>This approach involves <a href=\"https:\/\/www.ibm.com\/analytics\/big-data-analytics\">analyzing large volumes of customer dat<\/a>a from various sources, including social media, online platforms, and customer surveys. It is a more comprehensive way to gain insights into customer preferences and behavior. These product management analytics can also be used to identify trends and patterns that would not be apparent through other research methods.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"684\" src=\"https:\/\/gembah.com\/wp-content\/uploads\/2022\/08\/SupplyChainAnalysis_Gembah-1-1024x684.jpg\" alt=\"\" class=\"wp-image-9237\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-successful-product-design-and-development-with-gembah\"><span class=\"ez-toc-section\" id=\"Successful_Product_Design_and_Development_With_Gembah\"><\/span>Successful Product Design and Development With Gembah<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Gembah&#8217;s market research services provide your company with deeper insights into your target audience and emerging market trends. Our expert research team can help you gather detailed information about your target audience&#8217;s preferences, needs, and pain points, informing your product design and development. We can also help you identify market opportunities and conduct competitive analysis, differentiating your company from your competitors. With our data-driven product management approach, your company can stay ahead of market trends, position yourself as a leader in your industry, and <a data-wpil=\"url\" href=\"https:\/\/gembah.com\/services\/research\/\">increase your chances of success<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Successful product design and development requires a deep understanding of the market and the needs of potential customers. In product design, specifically, advanced market research is crucial to gain insights that inform key decisions throughout the development process. As leaders in our companies, and in our fields, we all want to leverage the tools of &#8230; <a title=\"Advanced Market Research: Data-Driven Insights for Successful Product Design and Development\" class=\"read-more\" href=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/\" aria-label=\"More on Advanced Market Research: Data-Driven Insights for Successful Product Design and Development\">Read more<\/a><\/p>\n","protected":false},"author":14,"featured_media":9237,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[4],"tags":[],"topics":[14,15,17],"class_list":["post-9919","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","topics-product-design","topics-product-development","topics-product-research"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v23.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Advanced Market Research for Product Design and Development<\/title>\n<meta name=\"description\" content=\"Successful product design and development requires a deep understanding of the market and the needs of potential 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:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Advanced Market Research: Data-Driven Insights for Successful Product Design and Development | Gembah\" \/>\n<meta property=\"og:description\" content=\"Successful product design and development requires a deep understanding of the market and the needs of potential customers.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/gembah.com\/blog\/advanced-market-research-data-driven-insights-for-successful-product-design-and-development\/\" \/>\n<meta property=\"og:site_name\" content=\"Gembah\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/MadeWithGembah\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-23T05:54:30+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-04T17:44:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/gembah.com\/wp-content\/uploads\/2022\/08\/SupplyChainAnalysis_Gembah-1-e1686095141844.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"534\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Henrik Johansson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" 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