{"id":3408,"date":"2026-06-11T08:21:19","date_gmt":"2026-06-11T08:21:19","guid":{"rendered":"https:\/\/derekdemars.com\/blog\/?p=3408"},"modified":"2026-06-11T08:21:20","modified_gmt":"2026-06-11T08:21:20","slug":"how-an-ai-digital-marketing-agency-is-reshaping-search-visibility","status":"publish","type":"post","link":"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/","title":{"rendered":"How an AI Digital Marketing Agency Is Reshaping Search Visibility"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Pull up Google right now and search almost anything &#8211; a product, a health question, a &#8220;best of&#8221; comparison. Chances are the first thing you see isn&#8217;t a list of blue links anymore. It&#8217;s a block of AI-generated text that answers your question before you&#8217;ve clicked a single result. That one change alone has quietly broken the SEO playbook that agencies spent 15 years perfecting.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is the environment pushing brands toward a different kind of marketing partner. One that uses artificial intelligence not as a buzzword sewn onto a pitch deck, but as an actual working layer inside research, content strategy, and campaign optimization.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 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:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#The_Problem_With_How_Most_SEO_Was_Done\" >The Problem With How Most SEO Was Done<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#What_AI_Actually_Does_Differently_%E2%80%93_With_Real_Numbers\" >What AI Actually Does Differently &#8211; With Real Numbers<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#It_Finds_Keyword_Opportunities_Before_They_Peak\" >It Finds Keyword Opportunities Before They Peak<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#It_Maps_Intent_With_Precision\" >It Maps Intent With Precision<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#It_Identifies_Competitor_Gaps_at_Scale\" >It Identifies Competitor Gaps at Scale<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#Content_Optimisation_Has_Gotten_More_Technical\" >Content Optimisation Has Gotten More Technical<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#Semantic_SEO_Is_No_Longer_a_Nice-to-Have\" >Semantic SEO Is No Longer a Nice-to-Have<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#Topic_Clusters_Beat_Standalone_Posts\" >Topic Clusters Beat Standalone Posts<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#The_Challenges_Nobody_Talks_About_Enough\" >The Challenges Nobody Talks About Enough<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#Where_Search_Marketing_Is_Heading\" >Where Search Marketing Is Heading<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#Frequently_Asked_Questions\" >Frequently Asked Questions<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#What_does_an_AI_digital_marketing_agency_do_differently_from_a_regular_agency\" >What does an AI digital marketing agency do differently from a regular agency?&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#Does_AI_SEO_work_for_small_businesses\" >Does AI SEO work for small businesses?&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#How_long_before_results_show_up\" >How long before results show up?&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#Whats_the_biggest_mistake_businesses_make_with_AI_SEO\" >What&#8217;s the biggest mistake businesses make with AI SEO?&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#What_does_being_cited_in_an_AI_Overview_actually_do_for_a_brand\" >What does being cited in an AI Overview actually do for a brand?&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/derekdemars.com\/blog\/how-an-ai-digital-marketing-agency-is-reshaping-search-visibility\/#Is_traditional_SEO_dead\" >Is traditional SEO dead?&nbsp;<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Problem_With_How_Most_SEO_Was_Done\"><\/span><strong>The Problem With How Most SEO Was Done<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Traditional SEO had a clean, logical structure. Find what people search for. Put those words on a page. Earn links. Wait. Repeat. It worked &#8211; until search itself started changing faster than manual processes could track.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">According to a 2025 HubSpot report, 75% of marketers are now using AI specifically to reduce time spent on manual tasks like keyword research. That statistic says something important &#8211; not just that AI is popular, but that the manual approach was eating enormous chunks of time that could&#8217;ve gone into actual strategy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Many brands are now partnering with an<a href=\"https:\/\/adaired.com\/\" target=\"_blank\" rel=\"noopener\"> <strong>ai digital marketing agency<\/strong><\/a> precisely for this reason: to stop spending budget on research overhead and start spending it on decisions that actually move rankings.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_AI_Actually_Does_Differently_%E2%80%93_With_Real_Numbers\"><\/span><strong>What AI Actually Does Differently &#8211; With Real Numbers<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"It_Finds_Keyword_Opportunities_Before_They_Peak\"><\/span><strong>It Finds Keyword Opportunities Before They Peak<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The difference between predictive keyword research and traditional keyword research is the difference between reading yesterday&#8217;s newspaper and checking a weather forecast. AI tools monitor emerging search patterns, news cycles, seasonal behaviour shifts, and query clusters in near real time.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Businesses using AI for SEO see up to 45% more organic traffic and 38% higher conversion rates, according to data published by Neil Patel. That kind of gap doesn&#8217;t come from better meta descriptions. It comes from finding the right opportunities earlier than competitors and having content live and indexed when demand arrives.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"It_Maps_Intent_With_Precision\"><\/span><strong>It Maps Intent With Precision<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Not every person typing the same query wants the same thing. Someone searching &#8220;email marketing software&#8221; might be researching, comparing prices, ready to buy, or trying to cancel. AI Overviews now appear in over 13% of all Google searches &#8211; and the intent behind those queries shapes exactly what format and depth of content surfaces. Getting this wrong means publishing content that ranks but doesn&#8217;t convert, one of the most expensive quiet failures in digital marketing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"It_Identifies_Competitor_Gaps_at_Scale\"><\/span><strong>It Identifies Competitor Gaps at Scale<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Manual competitor analysis is slow and always incomplete. AI-powered analysis pulls a full picture &#8211; which topic clusters a competitor dominates, where their authority is thinnest, and what high-value searches nobody in the space has answered properly. That last piece is almost always where the smartest content investment lives.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Real-World Examples Worth Looking At<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Example : The Home Services Franchise With 5,500 Locations<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A large US home services franchise group operating across 19 brands ran into a specific problem in 2025. AI-driven search tools &#8211; Google&#8217;s AI Overviews, ChatGPT, Perplexity &#8211; were pulling traffic away from their blog content that had previously ranked well through traditional SEO. They brought in the agency Ignite Visibility.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The strategy wasn&#8217;t to fight AI search. It was to optimize for it. Using a proprietary AI-powered system, the team reviewed over 5,000 blog posts, checking each for content quality, structured data, and formatting that AI systems could actually parse and cite. The insight driving this: brands cited <em>inside<\/em> AI Overviews earn 35% more organic clicks than those that aren&#8217;t, per Seer Interactive data. Getting cited became the new ranking goal &#8211; not just appearing in position one.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Content_Optimisation_Has_Gotten_More_Technical\"><\/span><strong>Content Optimisation Has Gotten More Technical<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To strengthen content performance, many businesses now work with an<a href=\"https:\/\/adaired.com\/services\/ai-seo-agency\" target=\"_blank\" rel=\"noopener\"> <strong>ai seo services agency<\/strong><\/a> that handles the more technical side of modern search &#8211; topic clustering, semantic optimisation, and entity-based content architecture that signals genuine topical authority to search engines.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Semantic_SEO_Is_No_Longer_a_Nice-to-Have\"><\/span><strong>Semantic SEO Is No Longer a Nice-to-Have<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Google reads pages for meaning, not just keyword presence. A page that demonstrates real expertise across a topic &#8211; connecting related entities, answering follow-up questions, structuring information clearly &#8211; consistently outperforms pages built around keyword density alone. Content optimized for Generative Engine Optimisation (GEO) sees a 30\u201340% visibility increase in AI search results, per Incremys 2026 data. That&#8217;s not a marginal improvement.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Topic_Clusters_Beat_Standalone_Posts\"><\/span><strong>Topic Clusters Beat Standalone Posts<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Individual blog posts rarely build lasting authority on their own anymore. Pillar pages supported by a web of tightly linked, semantically coherent content is what builds sustainable domain authority. AI makes the clustering more accurate by identifying genuine semantic relationships rather than rough keyword groupings.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Challenges_Nobody_Talks_About_Enough\"><\/span><strong>The Challenges Nobody Talks About Enough<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Honest agencies acknowledge this: AI in search marketing has real limitations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Data quality determines output quality.<\/strong> Broken conversion tracking, patchy analytics history, or misconfigured GA4 properties produce unreliable AI insights. The classic principle applies without exception &#8211; garbage in, garbage out.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Human editorial judgement still wins the quality argument.<\/strong> 67% of businesses report improved content quality when using AI, per Semrush. But that improvement comes from AI-assisted content with proper human review, not from bulk publishing whatever a language model generates unchecked. The web is already full of that content. Search engines are actively demoting it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI doesn&#8217;t understand your brand.<\/strong> It can identify what to write about and how to structure it. It cannot replicate the voice, values, or industry-specific expertise that differentiates a brand from its competitors. That layer is irreplaceable.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Where_Search_Marketing_Is_Heading\"><\/span><strong>Where Search Marketing Is Heading<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI search traffic is growing 165 times faster than organic search traffic, according to WebFX. That&#8217;s not a reason to panic &#8211; it&#8217;s a reason to position early. Conversational search is the clearest shift ahead. Users query AI tools the way they&#8217;d ask a knowledgeable colleague &#8211; with context, follow-ups, and refined questions. Content that addresses the full arc of a question, not just the opening keyword, is what gets cited and surfaced.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Structured data, topical depth, and consistent cross-platform authority signals are going to matter more than almost anything else in this new environment. The brands building AI-optimised content strategies now &#8211; while most competitors are still arguing about whether AI SEO is real &#8211; are the ones that will own the search landscape when that growth curve steepens.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Frequently_Asked_Questions\"><\/span><strong>Frequently Asked Questions<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_does_an_AI_digital_marketing_agency_do_differently_from_a_regular_agency\"><\/span><strong>What does an AI digital marketing agency do differently from a regular agency?&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The biggest practical difference is in research speed and depth. AI-driven agencies automate keyword analysis, competitor gap mapping, intent classification, and performance forecasting &#8211; work that takes traditional teams days or weeks. That frees strategists to focus on decisions, not data gathering.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Does_AI_SEO_work_for_small_businesses\"><\/span><strong>Does AI SEO work for small businesses?&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Yes, though the scope depends on budget. The most accessible applications for smaller businesses are keyword opportunity identification, content planning, and performance monitoring. Large-scale predictive modelling and personalisation infrastructure suit enterprise clients better.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_long_before_results_show_up\"><\/span><strong>How long before results show up?&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SEO timelines don&#8217;t change because of the tools. Better decisions get made faster, but authority still compounds over months. Expect meaningful movement in three to six months, with stronger gains building from there.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Whats_the_biggest_mistake_businesses_make_with_AI_SEO\"><\/span><strong>What&#8217;s the biggest mistake businesses make with AI SEO?&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Treating it as a volume play. Publishing hundreds of AI-generated posts without editorial review is one of the fastest ways to earn a penalty in the current search environment. AI should accelerate quality &#8211; not replace it.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_does_being_cited_in_an_AI_Overview_actually_do_for_a_brand\"><\/span><strong>What does being cited in an AI Overview actually do for a brand?&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Even without a click, being cited in an AI-generated answer builds brand authority and awareness. When users do click through from an AI-cited result, data shows they convert at significantly higher rates than average organic visitors &#8211; some studies cite conversion rates 23x higher than standard organic search traffic.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Is_traditional_SEO_dead\"><\/span><strong>Is traditional SEO dead?&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">No. Organic search traffic is down only about 2.5% since 2024, not the collapse some predicted. The skill set required has changed &#8211; but the fundamentals of authority, relevance, and user experience still drive visibility. AI just changes how you build those fundamentals, not whether they matter.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pull up Google right now and search almost anything &#8211; a product, a health question, a &#8220;best of&#8221; comparison. Chances&hellip;<\/p>\n","protected":false},"author":2,"featured_media":3409,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3408","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/posts\/3408","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/comments?post=3408"}],"version-history":[{"count":1,"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/posts\/3408\/revisions"}],"predecessor-version":[{"id":3410,"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/posts\/3408\/revisions\/3410"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/media\/3409"}],"wp:attachment":[{"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/media?parent=3408"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/categories?post=3408"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/derekdemars.com\/blog\/wp-json\/wp\/v2\/tags?post=3408"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}