{"id":117406,"date":"2023-08-24T02:00:00","date_gmt":"2023-08-24T07:00:00","guid":{"rendered":"https:\/\/www.dacgroup.com\/humans-or-ai-who-produces-the-best-personas\/"},"modified":"2024-12-30T04:39:26","modified_gmt":"2024-12-30T09:39:26","slug":"humans-or-ai-who-produces-the-best-personas","status":"publish","type":"post","link":"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/","title":{"rendered":"Humans or AI: Who produces the best personas?"},"content":{"rendered":"<p>The practice of creating personas has long been a valuable tool for gaining insights into consumer behavior and preferences. The analysis of a large data stream\u2014coupled with interviews and survey\u2014is an excellent way to establish workable audience profiles.<\/p>\n<p>With the<a href=\"\/ai-sunrise-series\/\"> latest advancements in generative artificial intelligence (AI)<\/a>, marketers can now use tools that instantly leverage massive amounts of data. This led us to believe that generative AI could be exceptionally well-suited for audience insights. Read on to learn all about our \u201cexperiment\u201d to compare generative AI and human-generated personas\u2014the results may surprise you!<\/p>\n<h2>How we used to develop personas<\/h2>\n<p>Before delving into the AI-driven persona development process, let&#8217;s establish a clear understanding of what personas are. Personas are data-informed personifications representing distinct customer segments\/audiences based on research, data analysis, and user insights. They go beyond demographic information and aim to capture the motivations, needs, behaviors, and pain points of specific groups within the target audience.<\/p>\n<p>Traditionally, creating personas involves gathering data through syndicated data tools, custom surveys, qualitative interviews, and other market research. While these methods provide valuable insights, they can be limited by relatively small sample sizes, time constraints, and an associated cost. The degree of rigor is much less for B2B audiences as they are so much more challenging to get both large and in-depth data to support.<\/p>\n<p>In theory, generative AI-powered personas should be as accurate or more accurate than those created by people. With the advent of generative AI, B2B businesses now have access to vast amounts of data from various sources, including social media, <a href=\"\/services\/data-analytics\/\">website analytics<\/a>, customer feedback, and more. Given this big data, we are hopeful to uncover new opportunities for persona development.<\/p>\n<h2>Our experiment to compare human-crafted and AI-generated personas<\/h2>\n<p>Earlier this year, DAC was tasked to develop a specific persona, \u201cdecision maker looking for IT solutions\u201d, for both the public and private sectors. Given that syndicated tools are limited in B2B capabilities\u2014and typically require custom market research to build robust data sets for B2B personas\u2014we thought it was a unique opportunity to see if generative AI could produce better personas to unlock valuable, actionable B2B insights.<\/p>\n<p>Can generative AI come to the rescue? Can it be a knight in shining armor? Can it be a lifeboat? We set out to answer these questions by providing <a href=\"\/blog\/chatgpt-threats-opportunities-and-a-new-challenger-to-google\/\">ChatGPT Plus<\/a> with the same type of information we would input into syndicated tools:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-72898\" src=\"\/wpe-content\/uploads\/2023\/08\/show-an-example-of-a-persona-generated-by-DAC-300x126.png\" alt=\"\" width=\"688\" height=\"289\" \/><\/p>\n<p>Then we asked ChatGPT Plus a series of questions to give a very precise framework to the answers we were seeking:<\/p>\n<blockquote><p>Our client is an IT consultancy firm that is looking to reach out to you to sell their services. Here is a list of questions that will help us understand you better:<\/p>\n<ul>\n<li>Why do you go to work every day?<\/li>\n<li>What motivates you at work?<\/li>\n<li>What are you looking for in a new IT partner?<\/li>\n<li>How do you learn about new IT partners online and offline?<\/li>\n<li>Describe your personality at work.<\/li>\n<li>Describe your decision-making criteria for a new IT partner.<\/li>\n<li>In 5 years, what role and where do you want to work?<\/li>\n<li>Who is your man crush?<\/li>\n<li>What\u2019s your favorite TV show?<\/li>\n<li>What\u2019s your favorite film?<\/li>\n<li>What\u2019s your favorite dessert?<\/li>\n<li>What\u2019s your favorite news source?<\/li>\n<li>Do you listen to podcasts? If yes, what are your top 5 favorite podcasts?<\/li>\n<\/ul>\n<\/blockquote>\n<section data-role=\"forward-email-subscription-container\" class=\"full-width w-100 d-flex justify-content-center align-items-center bg-c7f2b3\">\n    \n    <div class=\"max-w-1400 w-100 form\">\n        <div class=\"text-content-container\">\n            <h2>\n                Stay Forward            <\/h2>\n            <p class=\"subtitle\">\n                Get exclusive insights into digital <br class=\"d-none d-lg-block\">media's top-trending topics delivered<br class=\"d-none d-lg-block\"> directly to your inbox.            <\/p>\n        <\/div>\n\n        <div data-role=\"form-group\">\n            <div class=\"d-flex flex-column w-100\">\n                <form data-forward-email-form class='custom-hubspot-form' id='hubspot_form_69d2581085681'>\n    <div class='d-flex input'>\n        <input type='email' class='form-control me-2 input' placeholder='Email address' aria-label='Email' name='email' required>\n        <button type='submit' class='btn_primary-filled_white'>Submit\n<\/button>\n    <\/div>\n    <p class='hubspot-status'><\/p>\n<\/form>\n<script>\njQuery(document).ready(function($) {\n    var form = $('#hubspot_form_69d2581085681');\n    form.on('submit', function(event) {\n        event.preventDefault();\n\n        \/\/ Get email input value\n        var emailInput = form.find('input[name=\"email\"]');\n        var email = emailInput.val().trim();\n\n        \/\/ Required HubSpot fields\n        var portalId = '5408011';\n        var formId = '0c9a9cec-eb1c-44ac-920f-687ce0230830';\n\n        \/\/ Prepare the data payload\n        var data = {\n            fields: [\n                {\n                    name: 'email',\n                    value: email\n                }\n            ],\n            context: {\n                pageUri: window.location.href,\n                pageName: document.title\n            },\n            submittedAt: new Date().getTime()\n        };\n\n        \/\/ Get the status element for this form\n        var statusElement = form.siblings('.forward-email-status-container');\n\n        \/\/ Send the data to HubSpot\n        fetch('https:\/\/api.hsforms.com\/submissions\/v3\/integration\/submit\/5408011\/0c9a9cec-eb1c-44ac-920f-687ce0230830', {\n            method: 'POST',\n            headers: {\n                'Content-Type': 'application\/json'\n            },\n            body: JSON.stringify(data)\n        })\n        .then(response => {\n            if (response.ok) {\n                if(statusElement) {\n                    statusElement.text('Thanks for Subscribing!');\n                    statusElement.css('color', 'green');\n                }\n\n                var userInfo = JSON.parse(localStorage.getItem('userInfo'));\n                if (userInfo) {\n                    userInfo.event = 'Form_submit';\n                    userInfo.email = email;\n                    userInfo.form_name = 'Newsletter';\n                    window.dataLayer = window.dataLayer || [];\n                    window.dataLayer.push(userInfo);\n                }\n\n                emailInput.val(''); \/\/ Clear the email field\n                window.dispatchEvent(new CustomEvent('newsletter-submit'));\n            } else {\n                return response.json().then(error => {\n                    if(statusElement) {\n                        statusElement.text('Error: ' + error.message);\n                        statusElement.css({\n                            'color': 'red',\n                            'padding-top': '10px'\n                        });\n                    }\n                });\n            }\n        })\n        .catch(error => {\n            console.error('Error:', error);\n            statusElement.text(\"There was an error submitting the form.\");\n            statusElement.css({\n                'color': 'red',\n                'padding-top': '10px'\n            });\n        });\n    });\n\n    window.addEventListener('message', function(event) {\n        const isFormCallback = event.data.type === 'hsFormCallback';\n        const isFormSubmitted = event.data.eventName === 'onFormSubmitted';\n        const iscurrentForm = !!event?.data?.id ? 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The tool generalizes, mitigating the key differences of each persona and creating stereotypes, which is exactly what personas try to avoid. As a result, we will continue to approach B2B personas with our best-in-class syndicated toolkit and custom market research. This package creates distinctive personas that lay the groundwork for comprehensive, data-informed marketing strategies.<\/p>\n<h2>AI is just one piece of the puzzle<\/h2>\n<p>Generative AI opens up new possibilities for businesses to gain deeper insights into their target audience, but only if we consider it as one source of information among others, such as syndicated tools, custom market research, social listening, and more. The risk of making it your sole source is that it would generalize and mitigate differences into stereotypes, preventing effective marketing strategies from being developed and implemented.<\/p>\n<p>As generative AI continues to advance, persona development will undoubtedly become an indispensable tool for businesses looking to thrive in the age of data-driven decision making. But human interpretation and intuition remain absolutely critical in understanding the nuances of customer behavior.<\/p>\n<p><a class=\"btn blog-contact-btn\">GET IN TOUCH<\/a><\/p>\n<div id=\"pdfDownload\">\n\t\t\t\t\t<script>\n\t\t\t\t\t\twindow.hsFormsOnReady = window.hsFormsOnReady || [];\n\t\t\t\t\t\twindow.hsFormsOnReady.push(()=>{\n\t\t\t\t\t\t\thbspt.forms.create({\n\t\t\t\t\t\t\t\tportalId: 5408011,\n\t\t\t\t\t\t\t\tformId: \"67c96ff6-d89c-416a-9e59-6836be95a251\",\n\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1775392784000-5066453622\",\n\t\t\t\t\t\t\t\tregion: \"na1\",\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t})});\n\t\t\t\t\t<\/script>\n\t\t\t\t\t<div class=\"hbspt-form\" id=\"hbspt-form-1775392784000-5066453622\"><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The practice of creating personas has long been a valuable tool for gaining insights into consumer behavior and preferences. The analysis of a large data stream\u2014coupled with interviews and survey\u2014is an excellent way to establish workable audience profiles. With the latest advancements in generative artificial intelligence (AI), marketers can now use tools that instantly leverage [&hellip;]<\/p>\n","protected":false},"author":388,"featured_media":101208,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","reading_level":"Strategic","reading_level_confidence":0.72,"reading_level_needs_review":"0","footnotes":""},"categories":[2860],"tags":[],"class_list":["post-117406","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Humans or AI: Who produces the best personas? | DAC<\/title>\n<meta name=\"description\" content=\"Discover the synergy between generative AI and human-crafted personas in audience insights. 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Uncover surprising results from our experiment.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/\" \/>\n<meta property=\"og:site_name\" content=\"DAC\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DACGroup\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-24T07:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-12-30T09:39:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.dacgroup.com\/wp-content\/uploads\/2024\/12\/Blog-articles-Banners-1-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"860\" \/>\n\t<meta property=\"og:image:height\" content=\"430\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Christine DeFazio\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.dacgroup.com\/wp-content\/uploads\/2024\/09\/DAC-logo.svg\" \/>\n<meta name=\"twitter:creator\" content=\"@DAC_group\" \/>\n<meta name=\"twitter:site\" content=\"@DAC_group\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Christine DeFazio\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/\"},\"author\":{\"name\":\"Christine DeFazio\",\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/#\/schema\/person\/6fba34432eedf37fd0ddcc22458ad106\"},\"headline\":\"Humans or AI: Who produces the best personas?\",\"datePublished\":\"2023-08-24T07:00:00+00:00\",\"dateModified\":\"2024-12-30T09:39:26+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/\"},\"wordCount\":842,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.dacgroup.com\/wp-content\/uploads\/2024\/12\/Blog-articles-Banners-1-1.jpg\",\"articleSection\":[\"Analytics\"],\"inLanguage\":\"en-CA\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/\",\"url\":\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/\",\"name\":\"Humans or AI: Who produces the best personas? | DAC\",\"isPartOf\":{\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.dacgroup.com\/en-ca\/insights\/blog\/analytics\/humans-or-ai-who-produces-the-best-personas\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.dacgroup.com\/wp-content\/uploads\/2024\/12\/Blog-articles-Banners-1-1.jpg\",\"datePublished\":\"2023-08-24T07:00:00+00:00\",\"dateModified\":\"2024-12-30T09:39:26+00:00\",\"description\":\"Discover the synergy between generative AI and human-crafted personas in audience insights. 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