{"id":682433,"date":"2025-07-31T16:00:32","date_gmt":"2025-07-31T13:00:32","guid":{"rendered":"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/"},"modified":"2025-07-31T16:00:32","modified_gmt":"2025-07-31T13:00:32","slug":"why-ai-visibility-starts-with-ops-not-marketing","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/","title":{"rendered":"Why AI visibility starts with ops \u2013 not marketing"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a381d314b8ef\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" 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: #dd3333;color:#dd3333\" 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><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a381d314b8ef\" checked aria-label=\"Toggle\" \/><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:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#Why_organizational_signals_shape_AI_visibility\" >Why organizational signals shape AI visibility<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#LLMs_act_like_a_buyers_advisor\" >LLMs act like a buyer\u2019s advisor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#The_CMO_needs_operations_metrics_on_their_dashboard\" >The CMO needs operations metrics on their dashboard<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#The_COO_needs_to_monitor_LLM_perceptions_over_time\" >The COO needs to monitor LLM perceptions over time<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#What_AI_perception_monitoring_looks_like_in_operations\" >What AI perception monitoring looks like in operations<\/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:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#1_Track_forum_and_online_chatter\" >1. Track forum and online chatter<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#2_Monitor_AI_platform_responses\" >2. Monitor AI platform responses<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#3_Measure_accuracy_and_consistency\" >3. Measure accuracy and consistency<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#4_Link_ops_events_to_AI_narratives\" >4. Link ops events to AI narratives<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/buradabiliyorum.com\/en\/why-ai-visibility-starts-with-ops-not-marketing\/#The_strategic_opportunity\" >The strategic opportunity<\/a><\/li><\/ul><\/nav><\/div>\n<div><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/07\/Gemini_Generated_Image_CMO-COO-alignment.jpeg\" class=\"attachment-large size-large wp-post-image\" alt=\"Gemini_Generated_Image_CMO-COO-alignment\" style=\"margin-bottom: 15px\" \/><\/div>\n<p>SEO is no longer enough. <\/p>\n<p>Discoverability in AI-powered search now depends on operations \u2013 a shift many marketers haven\u2019t accounted for.<\/p>\n<p>AI platforms like ChatGPT, Gemini, Claude, and Google\u2019s AI Overviews aren\u2019t fooled by clever messaging.\u00a0<\/p>\n<p>They synthesize operational signals \u2013 from order issues to pricing gaps \u2013 to form brand perceptions.<\/p>\n<p>These aren\u2019t marketing problems. They\u2019re organizational blind spots that block AI visibility.<\/p>\n<p>I see them constantly in my audits \u2013 and most can\u2019t be fixed with content alone. They require operational change.<\/p>\n<p>This is a strategic wake-up call and a blueprint for CMOs and COOs who need to align.<\/p>\n<p>Here\u2019s why the first visibility hurdle in AI is no longer marketing-owned.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1276\" height=\"1070\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/07\/AI-visbility-hurdles.png\" alt=\"AI visibility hurdles\" class=\"wp-image-459787\" \/><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-why-organizational-signals-shape-ai-visibility\"><span class=\"ez-toc-section\" id=\"Why_organizational_signals_shape_AI_visibility\"><\/span>Why organizational signals shape AI visibility<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Every facet of your organization \u2013 operations, product design, fulfillment, and customer service \u2013 sends signals that influence AI systems.<\/p>\n<p>These aren&#8217;t just internal data points. They surface in online chatter that shapes how LLMs assess your brand\u2019s relevance to customer queries.<\/p>\n<ul class=\"wp-block-list\">\n<li><strong>Search engines<\/strong> rely on content match.\u00a0<\/li>\n<li><strong>LLMs<\/strong> evaluate the entire customer journey, from shopping experience to product longevity, lifetime cost of ownership, and after-sales support.<\/li>\n<\/ul>\n<p>That means even outdated <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" data-internallinksmanager029f6b8e52c=\"4\" title=\"Technology\" target=\"_blank\" rel=\"noopener\">technology<\/a> or past operational glitches can lead an LLM to omit your brand or misrepresent it.&nbsp;<\/p>\n<p>The chart below shows how negative signals from operations are picked up and learned by LLMs.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"931\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/07\/Negative-signals-turn-ops-into-negative-AI-perceptions.png\" alt=\"Negative signals turn ops into negative AI perceptions\" class=\"wp-image-459788\" \/><\/figure>\n<\/div>\n<p>Sometimes, product design is the visibility blocker.<\/p>\n<p>One of my clients \u2013 a global industry leader with a well-made, widely used product generating millions in sales \u2013 was flagged in an AI visibility audit.&nbsp;<\/p>\n<p>An LLM described the product\u2019s technology as \u201coutdated\u201d and concluded \u201cthe market has moved on.\u201d<\/p>\n<p>No company wants a customer to see that narrative, yet it is visible to everyone, including competitors.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-llms-act-like-a-buyer-s-advisor\"><span class=\"ez-toc-section\" id=\"LLMs_act_like_a_buyers_advisor\"><\/span>LLMs act like a buyer\u2019s advisor<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Unlike search engines, LLMs aren\u2019t just crawling content. They\u2019re synthesizing signals across the operational lifecycle, including:<\/p>\n<ul class=\"wp-block-list\">\n<li>Product design and innovation.<\/li>\n<li>Quality of materials and ingredients.<\/li>\n<li>Cost of ownership ROI.<\/li>\n<li>Shipping accuracy.<\/li>\n<li>Ease of returns.<\/li>\n<li>Product durability.<\/li>\n<li>Pricing.<\/li>\n<li>Use cases.<\/li>\n<li>Buyer personas.<\/li>\n<li>Support experience.<\/li>\n<\/ul>\n<p>If operations sends even one negative signal the LLM deems important, your brand may be omitted from discovery or negatively portrayed in AI responses.<\/p>\n<p>Below are a few examples from my audits:<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1202\" height=\"948\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/07\/AI-visibility-roadblocks.png\" alt=\"AI visibility roadblocks\" class=\"wp-image-459789\" \/><\/figure>\n<\/div>\n<p><strong><em>Dig deeper: 7 ways to grow brand mentions, a key metric for AI Overviews visibility<\/em><\/strong><\/p>\n<p>These aren\u2019t marketing gaps. They\u2019re operational breakdowns.&nbsp;<\/p>\n<p>CMOs can\u2019t resolve them without COO involvement. Fixing them will take months, and in some cases, a year or more.<\/p>\n<p>AI visibility roadblocks are buried in:<\/p>\n<ul class=\"wp-block-list\">\n<li>Fulfillment logs.<\/li>\n<li>UX error rates.<\/li>\n<li>Returns.<\/li>\n<li>Even outdated technical specs or product design.\u00a0<\/li>\n<\/ul>\n<p>LLMs don\u2019t just see what you say. They learn from what the world says about your performance.<\/p>\n<p>That makes the COO a critical gatekeeper for brand visibility in AI.<\/p>\n<p><!-- START INLINE FORM --><\/p>\n<div class=\"nl-inline-form border py-2 px-1 my-2\">\n<div class=\"row align-items-center nl-inline-container\">\n<div class=\"col-12 col-lg-3 col-xl-4 pe-md-0 pb-2 pb-lg-0\">\n<p class=\"inline-form-text text-center mb-0\">Get the <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/news\/\" data-internallinksmanager029f6b8e52c=\"2\" title=\"News\" target=\"_blank\" rel=\"noopener\">news<\/a>letter search marketers rely on.<\/p>\n<\/p><\/div>\n<div class=\"col-12 col-lg-7 col-xl-6  pe-lg-0\">\n<div class=\"form-nl-inline\">\n<p>\t\t\t\t\tMktoForms2.loadForm(&#8220;https:\/\/<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>-sj02.marketo.com&#8221;, &#8220;727-ZQE-044&#8221;, 16298, function(form) {<br \/>\n\t\t\t\t\t\t\/\/ form.onSubmit(function(){<br \/>\n\t\t\t\t\t\t\/\/ });<\/p>\n<p>\t\t\t\t\t\t\/\/ form.onSuccess(function (values, followUpUrl) {<br \/>\n\t\t\t\t\t\t\/\/ });<br \/>\n\t\t\t\t\t});<\/p><\/div>\n<\/p><\/div>\n<div class=\"col-12 col-lg-2 col-xl-2 ps-1\">\n<p class=\"text-center mb-0\" style=\"font-size: .75rem\">See terms.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<p><!-- END INLINE FORM --><\/p>\n<hr class=\"wp-block-separator has-text-color has-cyan-bluish-gray-color has-css-opacity has-cyan-bluish-gray-background-color has-background\" \/>\n<h2 class=\"wp-block-heading\" id=\"h-the-cmo-needs-operations-metrics-on-their-dashboard\"><span class=\"ez-toc-section\" id=\"The_CMO_needs_operations_metrics_on_their_dashboard\"><\/span>The CMO needs operations metrics on their dashboard<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Operational issues are early-warning signals for changes in AI visibility.&nbsp;<\/p>\n<p>These metrics don\u2019t directly drive visibility \u2013 but if left unaddressed, they often foreshadow visibility loss.<\/p>\n<p>That\u2019s why I recommend marketing teams track operational bellwether metrics \u2013 indicators of broader downstream impact.&nbsp;<\/p>\n<p>In finance, FedEx shipping volume predicts consumer spending.<\/p>\n<p>In AI visibility, metrics like shipping delays, support hold times, and other operational issues can forecast what LLMs will soon learn and reflect.&nbsp;<\/p>\n<p>LLMs may not access your internal data, but issues may surface in complaints and commentary that shape AI perception.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"878\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/07\/Operational-bellwether-metrics-for-AI-visibility.png\" alt=\"Operational bellwether metrics for AI visibility\" class=\"wp-image-459790\" \/><\/figure>\n<\/div>\n<p>CMOs need bellwether metrics to recognize when to pivot marketing tactics and avoid downstream visibility losses.<\/p>\n<p>I had a mentor who called these crystal ball metrics, because they were his greatest indicator of what would happen in the future for his business.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-the-coo-needs-to-monitor-llm-perceptions-over-time\"><span class=\"ez-toc-section\" id=\"The_COO_needs_to_monitor_LLM_perceptions_over_time\"><\/span>The COO needs to monitor LLM perceptions over time<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The COO needs visibility into how LLMs interpret real-world operations \u2013 not just internal performance metrics.<\/p>\n<p>These systems pull from:<\/p>\n<ul class=\"wp-block-list\">\n<li>Public forums.<\/li>\n<li>Reviews.<\/li>\n<li>Industry publications.<\/li>\n<li>Third-party comparisons.<\/li>\n<\/ul>\n<p>Even flawless execution isn\u2019t enough if LLMs detect innovation lag, outdated positioning, or recurring support issues.<\/p>\n<p>That\u2019s why COOs must monitor how AI platforms interpret their operations \u2013 and either course-correct or enable marketing to respond before those perceptions solidify.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-what-ai-perception-monitoring-looks-like-in-operations\"><span class=\"ez-toc-section\" id=\"What_AI_perception_monitoring_looks_like_in_operations\"><\/span>What AI perception monitoring looks like in operations<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Operations teams don\u2019t need to become AI experts \u2013 but they do need to track how AI platforms reflect your brand.&nbsp;<\/p>\n<p>This work can live in marketing, ops, or both. Here\u2019s what that looks like in practice.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-1-track-forum-and-online-chatter\"><span class=\"ez-toc-section\" id=\"1_Track_forum_and_online_chatter\"><\/span>1. Track forum and online chatter<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Track what\u2019s being said about your brand in forums, reviews, <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/social-mediaa\/\" data-internallinksmanager029f6b8e52c=\"1\" title=\"Social Media\" target=\"_blank\" rel=\"noopener\">Reddit<\/a> threads, and social posts.&nbsp;<\/p>\n<p>These external signals now influence AI visibility.&nbsp;<\/p>\n<p>In the AI era, this can\u2019t be left to marketing alone \u2013 COOs need to act when patterns emerge.<\/p>\n<p>I predict AI visibility will pressure companies to operate at best-in-class levels, driving continuous improvement like never before.&nbsp;<\/p>\n<p>In-house process analysts and change management consultants will become critical.&nbsp;<\/p>\n<p>They will be tasked with responding quickly as patterns emerge in online chatter before LLMs solidify inaccurate or negative perceptions.<\/p>\n<p><strong><em>Dig deeper: Reddit: Your new online reputation challenge<\/em><\/strong><\/p>\n<h3 class=\"wp-block-heading\" id=\"h-2-monitor-ai-platform-responses\"><span class=\"ez-toc-section\" id=\"2_Monitor_AI_platform_responses\"><\/span>2. Monitor AI platform responses<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Regularly review what LLMs (ChatGPT, Bing Copilot, etc.) say about your company.&nbsp;<\/p>\n<p>Watch for red flags like outdated descriptions, inaccuracies, or mentions of defects or support issues.<\/p>\n<p>This requires training or a clear framework.&nbsp;<\/p>\n<p>While tools can assist, much of the early work will be manual \u2013 reviewing AI responses directly to spot concerns.&nbsp;<\/p>\n<p>Sentiment analysis can flag tone, but even positive narratives may be factually inaccurate.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-3-measure-accuracy-and-consistency\"><span class=\"ez-toc-section\" id=\"3_Measure_accuracy_and_consistency\"><\/span>3. Measure accuracy and consistency<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Track how often AI responses get facts, brand statements, product specs, use cases, and messaging right versus wrong.<\/p>\n<p>Inaccuracies often reflect how your information is surfaced.&nbsp;<\/p>\n<p>The correct data may exist. But if it\u2019s locked in sales-only PDFs, buried behind lead-gen forms, or embedded in interactive web components (like JavaScript tabs), LLMs may miss it entirely.&nbsp;<\/p>\n<p>Visibility isn\u2019t just about accuracy \u2013 it\u2019s about accessibility.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-4-link-ops-events-to-ai-narratives\"><span class=\"ez-toc-section\" id=\"4_Link_ops_events_to_AI_narratives\"><\/span>4. Link ops events to AI narratives<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Create a dictionary of key operational signals, then monitor them across internal data, public forums, reviews, and LLM outputs.&nbsp;<\/p>\n<p>For example, track when a shipping delay first appears in ops metrics, then in online chatter, and finally in AI responses.&nbsp;<\/p>\n<p>This connects specific faults to shifts in AI perception.<\/p>\n<p>Over time, you\u2019ll start to see how long it takes for LLMs to absorb brand signals and adjust their narratives.&nbsp;<\/p>\n<p>With a consistent methodology, you\u2019ll build an evidence-backed timeline for how long you have to address issues before they impact AI visibility.<\/p>\n<p>My hunch is that larger companies in high-profile sectors will experience faster perception shifts because LLMs process their signals more frequently than those from niche players.<\/p>\n<p><strong><em>Dig deeper: Your brand in the age of generative search: How to show up and be cited<\/em><\/strong><\/p>\n<h2 class=\"wp-block-heading\" id=\"h-the-strategic-opportunity\"><span class=\"ez-toc-section\" id=\"The_strategic_opportunity\"><\/span>The strategic opportunity<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI visibility is a cross-functional challenge that demands shared ownership.&nbsp;<\/p>\n<p>When operations and marketing align:<\/p>\n<ul class=\"wp-block-list\">\n<li>Issues get resolved faster.<\/li>\n<li>Visibility improves.<\/li>\n<li>AI tools reflect stronger brand narratives.<\/li>\n<\/ul>\n<p>The organizations winning in the AI era are those that have cleared the brand signals hurdle.&nbsp;<\/p>\n<p>Once operational signals are strong, marketing can amplify impact \u2013 if they adapt to how AI now drives discovery.<\/p>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMN63nwsw68G3Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" target=\"_blank\" >Technology<\/a><\/span> category.<\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/searchengineland.com\/ai-visibility-ops-459784\" target=\"_blank\" >Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SEO is no longer enough. Discoverability in AI-powered search now depends on operations \u2013 a shift many marketers haven\u2019t accounted for. AI platforms like ChatGPT, Gemini, Claude, and Google\u2019s AI Overviews aren\u2019t fooled by clever messaging.\u00a0 They synthesize operational signals \u2013 from order issues to pricing gaps \u2013 to form brand perceptions. These aren\u2019t marketing&#8230;<\/p>\n","protected":false},"author":1,"featured_media":682434,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/07\/Gemini_Generated_Image_CMO-COO-alignment.jpeg","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-682433","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/682433","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=682433"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/682433\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/682434"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=682433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=682433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=682433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}