{"id":2724,"date":"2023-03-29T21:20:15","date_gmt":"2023-03-30T01:20:15","guid":{"rendered":"https:\/\/beomniscient.com\/?p=2724"},"modified":"2025-07-09T11:02:12","modified_gmt":"2025-07-09T15:02:12","slug":"generative-ai-content-seo-search-behavior","status":"publish","type":"post","link":"https:\/\/beomniscient.com\/blog\/generative-ai-content-seo-search-behavior\/","title":{"rendered":"Generative AI\u2019s Impact on Content, SEO, and Search Behavior"},"content":{"rendered":"\n<p>Humans have been skeptical of most large shifts in technology from the steam engine, automobiles, typewriters, the telephone, and of course generative AI and everything in between.<\/p>\n\n\n\n<p>With the release of <a href=\"https:\/\/openai.com\/research\/gpt-4\">GPT4<\/a>, the hype around generative AI is unlikely to die down.<\/p>\n\n\n\n<p>As marketing professionals, we\u2019re often faced with the nebulous question, \u201cWhat does this mean for us?\u201d<\/p>\n\n\n\n<p>Clients and peers alike have been asking this question and discussing what the future of marketing, particularly content and SEO, will look like and how they should adapt.<\/p>\n\n\n\n<p>Once we dug deeper, we identified three different questions wrapped up into one. We\u2019ll break them down and share our position here:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>How do generative AI tools impact how marketers produce content? How does it change how Omniscient Digital produces content?<\/li>\n\n\n\n<li>What is the impact of <a href=\"https:\/\/www.superannotate.com\/blog\/llm-fine-tuning\">large language models (LLMs)<\/a> generative AI tools on our jobs?<\/li>\n\n\n\n<li>How do <a href=\"https:\/\/dayinterpreting.com\/blog\/chatgpt-vs-google-bard-language-models-compared\/\">Google Bard and Microsoft Bing + ChatGPT<\/a> impact people\u2019s search behaviors? What does that mean for content and SEO marketers?<\/li>\n<\/ol>\n\n\n\n<p>While they\u2019re all related, let\u2019s address them individually.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-do-generative-ai-tools-impact-how-marketers-produce-content\"><a id=\"post-2724-_8rgvhyry66x3\"><\/a>How do generative AI tools impact how marketers produce content?<\/h3>\n\n\n\n<p>We\u2019ll start here because we\u2019re a content and <a href=\"https:\/\/beomniscient.com\/blog\/best-seo-agency\/\" target=\"_blank\" rel=\"noreferrer noopener\">SEO agency<\/a> and thus have been asked this question many times in the last few months.<\/p>\n\n\n\n<p>Generative AI tools like <a href=\"https:\/\/hix.ai\/hub\/writing\/jasper-review\">Jasper<\/a> and ChatGPT are just that, tools. They enable us to do more of what we already set out to do, more efficiently.<\/p>\n\n\n\n<p>Here\u2019s John Carmack, founder of Keen Technologies, building artificial general intelligence (AGI) reminding us of this:<\/p>\n\n\n\n<figure class=\"wp-block-embed aligncenter is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">From a DM, just in case anyone else needs to hear this. <a href=\"https:\/\/t.co\/GZl4twl4wP\">pic.twitter.com\/GZl4twl4wP<\/a><\/p>&mdash; John Carmack (@ID_AA_Carmack) <a href=\"https:\/\/twitter.com\/ID_AA_Carmack\/status\/1637087219591659520?ref_src=twsrc%5Etfw\">March 18, 2023<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<p>You can give an amateur athlete the most advanced, expensive equipment, but the equipment doesn\u2019t make an athlete.<\/p>\n\n\n\n<p>Tools influence the \u201chow to do\u201d more than it influences the \u201cwhat to do.\u201d The \u201cwhat\u201d is the strategic piece that requires a human being to assess tradeoffs and risk.<\/p>\n\n\n\n<p>Once you\u2019ve defined a strategy and what content needs to be produced, generative AI can help you produce that content. <em>How<\/em> it helps is up to you.<\/p>\n\n\n\n<p>As the saying goes, \u201cCheap, fast, and good. You get two.\u201d<\/p>\n\n\n\n<p>Generative AI helps you go fast.<\/p>\n\n\n\n<p>If you have a low bar for quality and want to produce a lot of content in a short time, it can also help you produce content cheaply. But what if you have standards for quality?<\/p>\n\n\n\n<p>While generative AI tools <em>alone<\/em> are unlikely to produce good content that resonates with readers, they <em>can<\/em> help you produce more high-quality content. It\u2019s just not cheap because, whether you outsource it or not, it requires an editorial touch\u2014the application of hard-earned, human expertise and skill.<\/p>\n\n\n\n<p>So how do we use generative AI tools to produce great content?<\/p>\n\n\n\n<p>Let\u2019s start by looking at the stages of <a href=\"https:\/\/medium.com\/@meghkeaney\/ai-a-turning-point-for-marketing-60ee8a08027a\">producing an article<\/a>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>Ideation<\/em> &#8211; You come up with an idea<\/li>\n\n\n\n<li><em>Research<\/em> &#8211; Research the idea and find supporting stats, arguments, and counterarguments<\/li>\n\n\n\n<li><em>Composition<\/em> &#8211; The actual writing<\/li>\n\n\n\n<li><em>Editing<\/em> &#8211; Polishing, strengthening the writing, adhering to brand voice<\/li>\n\n\n\n<li><em>Distribution<\/em> &#8211; Making sure people can find the content<\/li>\n<\/ul>\n\n\n\n<p>For purely human-generated content, it\u2019s not uncommon that our time is mostly spent at the composition stage. We have deadlines to meet and goals to hit. We can\u2019t spend too much time researching and editing. We need to publish.<\/p>\n\n\n\n<p>Generative AI can help us get part of the way to producing a great piece of content.<\/p>\n\n\n\n<p>But a human needs to be involved to make sure the content empathizes with readers, delivers a unique point of view, represents the brand it\u2019s written for, weaves in data analysis, and relates to the customer journey.<\/p>\n\n\n\n<p>Most importantly, <a href=\"https:\/\/openai.com\/research\/gpt-4\">a human is needed to verify facts and sources<\/a>.<\/p>\n\n\n\n<p>Generative AI can help us produce more great content faster but, until it can do everything a human writer and editor can do, not necessarily cheaper.<\/p>\n\n\n\n<p>Podcast of us talking about generative AI tools and why it might actually be great for the industry:<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-spotify wp-block-embed-spotify wp-embed-aspect-21-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Spotify Embed: Kitchen Side: The Future of B2B Demand Gen, Generative AI&amp;apos;s Impact on Content, and Leveling Up Content Marketing\" style=\"border-radius: 12px\" width=\"100%\" height=\"152\" frameborder=\"0\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; fullscreen; picture-in-picture\" loading=\"lazy\" src=\"https:\/\/open.spotify.com\/embed\/episode\/7z76ee53binTPJtMoHbFJ5?si=bce6bff913c74b15&#038;utm_source=oembed\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-is-the-impact-of-generative-ai-tools-on-our-jobs\"><a id=\"post-2724-_y2d1nsfvf7fh\"><\/a>What is the impact of generative AI tools on our jobs?<\/h3>\n\n\n\n<p>This is the more interesting question. These tools are going to make us significantly more efficient and effective, maybe even enable us to be more creative.<\/p>\n\n\n\n<p>Here\u2019s an example query I asked ChatGPT via our Slack integration.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"648\" height=\"603\" data-src=\"https:\/\/beomniscient.com\/wp-content\/uploads\/2023\/03\/word-image-2724-1.png\" alt=\"\" class=\"wp-image-2725 lazyload\" data-srcset=\"https:\/\/beomniscient.com\/wp-content\/uploads\/2023\/03\/word-image-2724-1.png 648w, https:\/\/beomniscient.com\/wp-content\/uploads\/2023\/03\/word-image-2724-1-300x279.png 300w\" data-sizes=\"(max-width: 648px) 100vw, 648px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 648px; --smush-placeholder-aspect-ratio: 648\/603;\" \/><\/figure>\n\n\n\n<p>Remember that tools enable us to be more efficient and effective. They help us do what we already seek to do.<\/p>\n\n\n\n<p>A hammer helps us accomplish a task we had already set out to do more efficiently: drive a nail into two pieces of wood to connect them.<\/p>\n\n\n\n<p>The hammer doesn\u2019t tell us to connect the two pieces of wood.<\/p>\n\n\n\n<p>Similarly, AI helps us accomplish what we set out to do: write a high-quality blog post that generates leads.<\/p>\n\n\n\n<p>Sure, we can ask these tools to give us some ideas, but as we all have likely seen, most ideas aren\u2019t great. We still need to sift through, prompt, and apply our own knowledge and experience to get what we need.<\/p>\n\n\n\n<p>The AI doesn\u2019t tell us what questions to ask to figure out the right content to produce. It doesn\u2019t tell us the puzzle we\u2019re trying to solve.<\/p>\n\n\n\n<p>So here are some examples of how we\u2019ve used generative AI in our work:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Build domain models<\/li>\n\n\n\n<li>Give a starting point for a content brief<\/li>\n\n\n\n<li>Analyze search results<\/li>\n\n\n\n<li>Generate headline ideas<\/li>\n\n\n\n<li>Help rewrite our crappy first drafts (show me a writer who writes amazing first drafts)<\/li>\n\n\n\n<li>Generate keyword ideas<\/li>\n\n\n\n<li>Summarize and repurpose content for different formats and channels<\/li>\n\n\n\n<li>Update and optimize content to increase traffic<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-might-google-bard-and-microsoft-bing-chatgpt-impact-consumer-search-behavior\"><a id=\"post-2724-_5z2jqo46685\"><\/a>How might Google Bard and Microsoft Bing + ChatGPT impact consumer search behavior?<\/h3>\n\n\n\n<p>This is the most speculative of the questions and seems to be what\u2019s got marketers shaking in their boots.<\/p>\n\n\n\n<p>Our take: Too early to call and therefore too early to react.<\/p>\n\n\n\n<p>These tools are also highly flawed and subject to hundreds and thousands of iterations over the next years.<\/p>\n\n\n\n<p>Microsoft has <a href=\"https:\/\/www.theverge.com\/2023\/2\/17\/23604906\/microsoft-bing-ai-chat-limits-conversations\">limited the number of questions<\/a> you can ask the Bing chatbot per session. Since we began drafting this document, they also limited you to 50 total sessions per day.<\/p>\n\n\n\n<p>Google\u2019s Bard <a href=\"https:\/\/www.theverge.com\/2023\/2\/8\/23590864\/google-ai-chatbot-bard-mistake-error-exoplanet-demo\">famously flopped<\/a> its first demo. While working on this draft, they\u2019ve introduced <a href=\"https:\/\/workspace.google.com\/blog\/product-announcements\/generative-ai\">generative AI in Google Workspaces<\/a>.<\/p>\n\n\n\n<p>Since drafting this (I swear we haven\u2019t been spending <em>that<\/em> long drafting, there\u2019s just so much happening!) <a href=\"https:\/\/openai.com\/research\/gpt-4\">GPT4 was also announced<\/a>.<\/p>\n\n\n\n<p>We can\u2019t predict what\u2019s going to happen over the next few years, months, or even weeks.<\/p>\n\n\n\n<p>When it comes to search behavior here are a few questions to consider that need to be answered before we can meaningfully react:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How will these generative AI tools cite their sources? Will they link to them?<\/li>\n\n\n\n<li>If these models analyze the entire corpus of the internet to present information, who owns the content these <a href=\"https:\/\/chatling.ai\/blog\/free-chatbot-for-website\" target=\"_blank\" rel=\"noreferrer noopener\">AI chat<\/a> interfaces present?<\/li>\n\n\n\n<li>What system will be implemented to give credit to the sources?<\/li>\n\n\n\n<li>Are stack-ranked lists of links still going to be a thing?<\/li>\n\n\n\n<li>What does it mean for Google\u2019s Ad platform?<\/li>\n\n\n\n<li>Will \u201cBing it\u201d replace \u201cGoogle it\u201d?<\/li>\n\n\n\n<li>Most people aren\u2019t using AI tools yet (yes, we\u2019re in a tech bubble), when will broad adoption occur?<\/li>\n<\/ul>\n\n\n\n<p>There are more questions than answers right now.<\/p>\n\n\n\n<p>As content marketers and SEOs, we wouldn\u2019t try to build a strategy based on speculation on a technology that\u2019s changing literally every day.<\/p>\n\n\n\n<p>For now, focus on what you can control.<\/p>\n\n\n\n<p>Crystallize your messaging and positioning, produce high-quality, helpful content, and keep experimenting with these tools.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Humans have been skeptical of most large shifts in technology&#8230;<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[24,25],"tags":[],"wf_post_folders":[],"class_list":{"0":"post-2724","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-content-strategy","7":"category-seo"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Generative AI\u2019s Impact on Content, SEO, and Search Behavior<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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