{"id":245,"date":"2026-04-11T04:07:44","date_gmt":"2026-04-11T04:07:44","guid":{"rendered":"https:\/\/aicmo.uk\/learn\/optimize-the-see-think-do-care-framework-with-ai-cmos-real-time-seo-automation\/"},"modified":"2026-10-09T22:37:34","modified_gmt":"2026-10-09T22:37:34","slug":"optimize-the-see-think-do-care-framework-with-ai-cmos-real-time-seo-automation","status":"publish","type":"post","link":"https:\/\/aicmo.uk\/learn\/optimize-the-see-think-do-care-framework-with-ai-cmos-real-time-seo-automation\/","title":{"rendered":"See-Think-Do-Care Framework: The Complete AI Automation Blueprint"},"content":{"rendered":"\n<p>The See-Think-Do-Care framework is an audience intent model created by digital strategist Avinash Kaushik that segments buyers into four mindsets: See (broad audience without commercial intent), Think (users researching answers for a specific problem), Do (ready-to-buy prospects with strong commercial intent), and Care (existing customers requiring retention). By matching your marketing to these specific mindsets rather than forcing visitors through a rigid linear funnel, you can cut acquisition costs, raise conversion rates, and build lasting authority across both search engines and generative AI answer engines.<\/p>\n\n\n\n<p>Traditional linear funnels fail because modern buyers research on their own terms. They consult large language models, read unbiased comparison articles, and test workflows privately before ever talking to a sales rep. Adopting autonomous marketing tools lets modern businesses align with genuine human behaviour across every touchpoint.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Rethinking Modern Intent: Why Traditional Funnels Are Broken<\/h2>\n\n\n\n<p>The classic sales funnel assumes everyone marches neatly from awareness to evaluation to purchase in an orderly, straight queue. That reality is completely dead. Real buyers bounce around. They read a tutorial, jump to Reddit, leave for a fortnight, ask ChatGPT for software alternatives, and return through a technical documentation page. When your growth strategy assumes every visitor wants a demo right this second, you annoy roughly 95% of your addressable market. Smarter growth starts when you embrace the <strong><a href=\"https:\/\/aicmo.uk\">See-Think-Do-Care framework<\/a><\/strong> to replace guesswork with real intent mapping across your digital channels.<\/p>\n\n\n\n<p>Forcing visitors to fill out lengthy forms just to read an introductory glossary entry causes instant bounces and burns organic trust. On the other end, buyers who arrive ready to purchase get frustrated when pricing is hidden behind pushy sales qualification calls. By pairing this four-stage intent model with unified autonomous tools, you match search intent instantly, protect your conversion pathways, and scale your brand predictably without ballooning headcount or agency bills.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Is the See-Think-Do-Care Framework?<\/h2>\n\n\n\n<p>To understand this model, you have to look at why Avinash Kaushik designed it in the first place. Most marketing teams obsess over arbitrary labels like &#8220;top of funnel&#8221; and &#8220;bottom of funnel.&#8221; Those labels focus strictly on what the business wants to extract from the user, not what the person actually needs at that moment.<\/p>\n\n\n\n<p>The framework categorises potential buyers by commercial intent:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>See<\/strong>: The largest qualified addressable audience. These people have zero immediate commercial intent, but they share traits with people who benefit from your category. They want definitions, guides, and practical tutorials.<\/li>\n\n\n<li><strong>Think<\/strong>: A subset of the See audience with emerging commercial intent. These users have identified an operational problem and are actively researching solutions, comparing methodologies, and reading reviews.<\/li>\n\n\n<li><strong>Do<\/strong>: The high-intent commercial group. These users have completed their research, set aside budget, and decided to buy. They look for clear pricing, streamlined checkout, and interactive walkthroughs.<\/li>\n\n\n<li><strong>Care<\/strong>: Current, active customers who have completed a transaction. They want smooth onboarding, workflow tips, prompt documentation, and product roadmaps.<\/li>\n\n<\/ul>\n\n\n\n<p>Traditional campaigns fail because they treat every single visitor like a Do prospect. In reality, the vast majority of your traffic sits in See and Think. When your content strategy respects this balance, bounce rates plummet and brand authority grows naturally.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Breaking Down the Four Mindset Stages in Detail<\/h2>\n\n\n\n<p>Turning this model into real organic visibility requires matching your content formats, technical optimisation, and conversion objectives to each individual stage.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. The See Stage: Building Authority with Zero Friction<\/h3>\n\n\n\n<p>In the See stage, your only job is providing clear, objective answers without pitching your product or service aggressively.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>User Mindset<\/strong>: &#8220;I have a question about how this concept works. Give me a clear answer without chasing me for a contract.&#8221;<\/li>\n\n\n<li><strong>Primary Content Formats<\/strong>: High-level educational guides, technical glossaries, foundational overviews, and diagnostic checklists.<\/li>\n\n\n<li><strong>Key Performance Indicators<\/strong>: Organic search impressions, social shares, authoritative external backlinks, and generative AI citation frequency.<\/li>\n\n\n<li><strong>Golden Rule<\/strong>: Answer the primary user question within the first two sentences. Never put educational definitions behind an intrusive email capture gate. Both search crawlers and AI answer engines reward immediate clarity.<\/li>\n\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. The Think Stage: Impartial Comparisons and Evaluation<\/h3>\n\n\n\n<p>During the Think stage, search volume naturally contracts, but commercial relevance increases significantly. The user knows their issue and is now evaluating potential remedies.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>User Mindset<\/strong>: &#8220;I understand my problem. What platforms or methods can solve it, and how do their capabilities compare?&#8221;<\/li>\n\n\n<li><strong>Primary Content Formats<\/strong>: Objective comparison matrices, software alternative tear-downs, structured buyer guides, and implementation frameworks.<\/li>\n\n\n<li><strong>Key Performance Indicators<\/strong>: Average dwell time, return visits, documentation clicks, and interactive calculator engagement.<\/li>\n\n\n<li><strong>Golden Rule<\/strong>: Be honest about trade-offs. Point out where your solution excels, but acknowledge scenarios where an alternative tool might make more sense. Readers trust balanced, practical guidance far more than biased sales pitches.<\/li>\n\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. The Do Stage: Removing Roadblocks for Decisive Action<\/h3>\n\n\n\n<p>This stage drives immediate revenue. The prospect has evaluated the market, secured internal budget, and wants to transact without delays.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>User Mindset<\/strong>: &#8220;I need this tool. Show me transparent rates, onboarding timeframes, and how quickly we can get started.&#8221;<\/li>\n\n\n<li><strong>Primary Content Formats<\/strong>: Transparent subscription pricing tables, interactive demos, self-service sign-up flows, and direct trial pages.<\/li>\n\n\n<li><strong>Key Performance Indicators<\/strong>: Trial activations, paid checkout completions, booked product walkthroughs, and lowered customer acquisition cost.<\/li>\n\n\n<li><strong>Golden Rule<\/strong>: Eliminate every unnecessary form field. Ensure pages load instantly on mobile devices. Smart businesses rely on <strong><a href=\"https:\/\/aicmo.uk\/seo-autopilot\">Start Your SEO Autopilot<\/a><\/strong> to keep critical transactional URLs fast, indexed, and error-free around the clock.<\/li>\n\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. The Care Stage: Long-Term Retention and Brand Advocacy<\/h3>\n\n\n\n<p>Acquiring a new customer costs significantly more than retaining an existing one. The Care stage focuses exclusively on users who have already spent money with your business.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>User Mindset<\/strong>: &#8220;How do I maximise the value of this platform so my team can work faster every week?&#8221;<\/li>\n\n\n<li><strong>Primary Content Formats<\/strong>: Detailed troubleshooting guides, step-by-step workflow tutorials, video walkthroughs, and public product roadmaps.<\/li>\n\n\n<li><strong>Key Performance Indicators<\/strong>: Platform churn reduction, net revenue retention, documentation search volume, and repeat referrals.<\/li>\n\n\n<li><strong>Golden Rule<\/strong>: Treat your technical documentation and customer support portal with the same quality standards as your sales pages. Poorly written knowledge base pages frustrate users and accelerate customer churn.<\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">How Does AI Automation Power the Framework?<\/h2>\n\n\n\n<p>Managing four separate intent streams across hundreds of live web pages manually leads to burnout. Marketing teams quickly find themselves buried under keyword spreadsheets, broken links, and manual page updates. Unified artificial intelligence replaces these disjointed tasks with an autonomous, real-time operating system.<\/p>\n\n\n\n<p>Here is how autonomous AI platforms support every tier of the intent journey:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Identifying Emerging Trends for See Content<\/h3>\n\n\n\n<p>Traditional search volume tools rely on historic databases that can be months out of date. In contrast, the AI Content Strategist &amp; Generator tracks shifts in natural language search behaviour and conversational prompt patterns as they emerge. It discovers unaddressed user questions, identifies content gaps, and drafts comprehensive guides that provide immediate value to informational searchers.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Dynamic Cross-Linking for Think Audiences<\/h3>\n\n\n\n<p>When a visitor finishes an introductory article, they should not hit a dead end. AI platforms scan your existing digital library and automatically inject relevant internal links pointing toward Think comparison assets. This moves readers smoothly through their evaluation journey without requiring manual website audits.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Continuous Technical Auditing for Do Landing Pages<\/h3>\n\n\n\n<p>High-intent commercial pages require pristine mobile performance, valid structured schema, and zero indexing errors. The SEO &amp; GEO Autopilot works 24\/7 in the background, monitoring page speeds, fixing broken metadata, and correcting technical issues automatically so decisive buyers never encounter broken conversion paths.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LLM Citation Monitoring for Care Assets<\/h3>\n\n\n\n<p>Modern professionals frequently ask conversational AI platforms to troubleshoot technical workflows and compare feature sets. The AI Visibility Tracker checks how generative engines cite your business across the web. It tracks brand sentiment, evaluates citation frequency, and flags gaps in your support documentation so AI engines consistently surface accurate answers about your business.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Streamlined Multi-Channel Outbound Communication<\/h3>\n\n\n\n<p>Organic discovery works best when integrated with direct communication. Using the LinkedIn Chrome Plugin, marketing and sales teams can evaluate prospect activity, tailor messages to match where a prospect sits in the intent journey, and manage outbound relationships directly inside the browser.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Traditional SEO Versus Generative Engine Optimisation (GEO)<\/h2>\n\n\n\n<p>Traditional SEO has historically centred on ranking web pages on Google search engine results pages through backlink acquisition and meta tag optimisation. Those core foundations still matter, but Generative Engine Optimisation (GEO) has changed how buyers discover solutions.<\/p>\n\n\n\n<p>Modern buyers query conversational AI models such as ChatGPT, Perplexity, Claude, and Google AI Overviews with multi-layered questions like: <em>&#8220;What is the best automated marketing software for an expanding UK business?&#8221;<\/em><\/p>\n\n\n\n<p>Generative engines do not simply rank links based on keyword volume; they evaluate whether a piece of content delivers direct, logically structured, and factual answers. If your content is filled with vague marketing buzzwords or hides key takeaways, AI assistants will skip your site entirely.<\/p>\n\n\n\n<p>Geographic context is equally important. A searcher in the UK expects British English spelling, regional compliance insights, and domestic operational examples. If you want generative models to cite your platform accurately, you must <strong><a href=\"https:\/\/aicmo.uk\/geo-visibility\">Enhance Your Local Visibility<\/a><\/strong> across target markets to maintain search dominance across both search engine results and AI responses.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Manual Agency Retainers Versus Autonomous AI Systems<\/h2>\n\n\n\n<p>To see why traditional marketing approaches struggle with the See-Think-Do-Care framework, consider how traditional agencies compare to autonomous marketing platforms:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr>\n<th style=\"text-align: left\">Marketing Task<\/th>\n<th style=\"text-align: left\">Traditional Agency Approach<\/th>\n<th style=\"text-align: left\">Autonomous AI Marketing System<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: left\"><strong>Topic Discovery (See)<\/strong><\/td>\n<td style=\"text-align: left\">Slow monthly brainstorming calls using outdated keyword lists.<\/td>\n<td style=\"text-align: left\">Real-time monitoring of live search queries and conversational AI prompt trends.<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left\"><strong>Content Generation<\/strong><\/td>\n<td style=\"text-align: left\">Weeks spent passing drafts between copywriters and review boards.<\/td>\n<td style=\"text-align: left\">High-quality, data-backed drafts produced by the AI Content Strategist &amp; Generator, ready for review.<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left\"><strong>Internal Linking (Think)<\/strong><\/td>\n<td style=\"text-align: left\">Sporadic manual audits leaving disconnected pages and broken pathways.<\/td>\n<td style=\"text-align: left\">Contextual cross-linking that connects See articles to relevant Think comparison assets.<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left\"><strong>Technical Health (Do)<\/strong><\/td>\n<td style=\"text-align: left\">Costly quarterly site audits that sit unread in slide decks.<\/td>\n<td style=\"text-align: left\">Real-time metadata, schema, and indexing management handled by the SEO &amp; GEO Autopilot.<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left\"><strong>AI Visibility (Care)<\/strong><\/td>\n<td style=\"text-align: left\">Manual Google searches while waiting on inbound customer queries.<\/td>\n<td style=\"text-align: left\">Continuous tracking of citations and sentiment via the AI Visibility Tracker.<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left\"><strong>Total Cost and Complexity<\/strong><\/td>\n<td style=\"text-align: left\">High monthly agency retainers and fragmented tool subscriptions.<\/td>\n<td style=\"text-align: left\">A single, unified platform that automates routine execution from one dashboard.<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">How to Roll Out the Intent Framework Step-by-Step<\/h2>\n\n\n\n<p>Implementing the See-Think-Do-Care framework does not require rebuilding your entire website from scratch. You can implement it methodically across five clear stages.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 1: Map Your Existing Content Library<\/h3>\n\n\n\n<p>Begin by inventorying your published URLs and assigning each page to its natural intent bucket:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>Does the article explain a basic term or provide an introduction? Mark it as <strong>See<\/strong>.<\/li>\n\n\n<li>Does it contrast two methodologies or compare software options? Label it as <strong>Think<\/strong>.<\/li>\n\n\n<li>Does it outline pricing tiers, provide a direct checkout, or offer a product trial? Assign it to <strong>Do<\/strong>.<\/li>\n\n\n<li>Does it offer technical setup guides, troubleshooting steps, or workflow templates? Classify it as <strong>Care<\/strong>.<\/li>\n\n<\/ul>\n\n\n\n<p>Most websites find they have dozens of generic See articles, almost no Think comparison resources, and completely outdated Care documentation. Identifying these gaps clarifies your immediate priorities.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 2: Build Logical Conversion Pathways<\/h3>\n\n\n\n<p>Ensure every published URL gives the user an intuitive next step rather than leaving them at an operational dead end:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>Link introductory See guides directly to relevant Think comparison pages.<\/li>\n\n\n<li>Place clear, non-disruptive calls to action inside Think articles pointing to Do pricing or registration pages.<\/li>\n\n\n<li>Ensure that every Do purchase page leads straight into structured Care onboarding materials.<\/li>\n\n<\/ul>\n\n\n\n<p>Avoid aggressive leaps. A visitor reading a high-level educational guide is rarely interested in booking a sales demonstration immediately. Offer them an objective comparison resource first.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 3: Implement Continuous SEO and GEO Monitoring<\/h3>\n\n\n\n<p>Manual website maintenance cannot keep pace with frequent algorithm updates. Modern marketing teams use autonomous software to manage technical health, schema validation, and page speed continuously. When structuring written content, use question-based subheadings followed by concise, straightforward answers so AI answer engines can easily extract and cite your data.<\/p>\n\n\n\n<p>To keep your technical foundation solid without relying on manual audits, you can <strong><a href=\"https:\/\/aicmo.uk\/seo-autopilot\">Automate Your SEO with AI<\/a><\/strong> and protect your site from indexing drops.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 4: Tailor Direct Outbound to Buyer Mindsets<\/h3>\n\n\n\n<p>Extend your intent framework beyond inbound content into team-led outbound messaging. Equip your team with the LinkedIn Chrome Plugin so social interactions match the prospect&#8217;s stage in their evaluation process. A detailed technical breakdown belongs in front of a buyer who has already read Think and Do materials, not someone discovering your sector for the first time.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step 5: Track Intent-Specific Performance Metrics<\/h3>\n\n\n\n<p>Stop assessing marketing success using aggregate page impressions alone. Millions of views on a basic informational guide deliver zero business value if none of those visitors ever move forward. Measure performance using metrics suited to each specific stage:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>See Metrics<\/strong>: Organic impressions, unique search visitors, AI citation frequency, and backlinks.<\/li>\n\n\n<li><strong>Think Metrics<\/strong>: Dwell time, internal click-through rates to comparisons, and resource downloads.<\/li>\n\n\n<li><strong>Do Metrics<\/strong>: Checkout completions, trial registrations, demo requests, and customer acquisition costs.<\/li>\n\n\n<li><strong>Care Metrics<\/strong>: Support article usage, ticket resolution speeds, customer retention rates, and account renewals.<\/li>\n\n<\/ul>\n\n\n\n<p>Tracking intent-specific metrics highlights exactly where your user experience breaks down so you can fix bottlenecks quickly.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Practical Example: Intent Mapping for a B2B SaaS Platform<\/h2>\n\n\n\n<p>To see how the See-Think-Do-Care framework functions in practice, consider how an expanding cloud accounting company puts it to work:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n\n<li><strong>Reaching the Explorer (See)<\/strong>: The AI Content Strategist &amp; Generator identifies a surge in UK queries for <em>&#8220;how to calculate quarterly VAT adjustments.&#8221;<\/em> The business publishes an accurate, plain-English tutorial explaining calculations, rules, and submission deadlines. Readers get the exact answer they need right away without hitting an email gate.<\/li>\n\n\n<li><strong>Guiding the Evaluator (Think)<\/strong>: Within the VAT explainer, the team includes a contextual link to an objective evaluation: <em>&#8220;Manual Spreadsheets vs Automated Accounting Software.&#8221;<\/em> The reader transitions into the Think phase, weighing time savings, compliance risks, and operational capabilities.<\/li>\n\n\n<li><strong>Converting the Buyer (Do)<\/strong>: Convinced that automation is the right path, the reader clicks through to an open pricing page. Supported by the SEO &amp; GEO Autopilot, the page loads instantly and displays straightforward subscription options. The buyer signs up for a trial in under two minutes.<\/li>\n\n\n<li><strong>Supporting the Customer (Care)<\/strong>: After signing up, the user receives access to detailed workflow guides. The AI Visibility Tracker monitors generative AI engines to ensure that whenever the customer asks an LLM how to connect their business bank account, the AI assistant returns accurate, step-by-step instructions.<\/li>\n\n<\/ol>\n\n\n\n<p>Every layer operates cohesively, delivering immediate value to the user while freeing the marketing team from repetitive, manual administrative tasks.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions About Intent Frameworks<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">What is the main difference between See-Think-Do-Care and a traditional sales funnel?<\/h3>\n\n\n\n<p>Traditional funnels assume a strictly linear progression, forcing every user toward an immediate purchase call. The See-Think-Do-Care framework organises content around the user&#8217;s current commercial intent, allowing buyers to explore, evaluate, and purchase on their own timeline without high-pressure tactics.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">How does Generative Engine Optimisation (GEO) impact the See stage?<\/h3>\n\n\n\n<p>Generative Engine Optimisation ensures that AI models (such as ChatGPT, Perplexity, and Claude) cite your foundational educational content when users ask broad informational questions. Structuring See content with direct, factual definitions allows AI engines to extract and credit your domain easily.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Why is the Care stage critical for search engine and AI visibility?<\/h3>\n\n\n\n<p>Existing customers frequently ask conversational AI engines technical questions about software troubleshooting and best practices. If your Care documentation is clear, comprehensive, and publicly accessible, AI models will surface accurate instructions and reinforce your brand&#8217;s authority.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Can small marketing teams manage all four intent stages simultaneously?<\/h3>\n\n\n\n<p>Yes. By using unified autonomous platforms like the SEO &amp; GEO Autopilot and the AI Content Strategist &amp; Generator, small teams can automate research, drafting, technical maintenance, and citation tracking without hiring large agencies or juggling disconnected tools.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Building Predictable Growth with Intent-Driven Marketing<\/h2>\n\n\n\n<p>Relying on aggressive linear funnels, disconnected marketing software, and expensive agency retainers slows business growth. Modern digital buyers expect clear answers, balanced evaluations, transparent commercial terms, and dependable customer support, whether they discover your business through standard search engines or conversational AI engines.<\/p>\n\n\n\n<p>The See-Think-Do-Care framework supplies the strategic clarity your marketing needs, while unified AI automation manages day-to-day execution. By pairing this intent model with modern marketing systems, your business can reduce operational overhead, acquire qualified customers efficiently, and build durable digital visibility.<\/p>\n\n\n\n<p>If you are ready to expand your organic footprint across modern digital channels, <strong><a href=\"https:\/\/aicmo.uk\/geo-visibility\">Master GEO Targeting with AI<\/a><\/strong> today to ensure your brand earns high visibility across both traditional search engines and AI answer engines.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Master the See-Think-Do-Care framework with AI automation. Align audience intent, master SEO and GEO workflows, and scrap outdated linear sales funnels.<\/p>\n","protected":false},"author":1,"featured_media":244,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,26],"tags":[4],"class_list":["post-245","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aicmo-uk","category-strategies","tag-hidden","aicmo-post"],"_links":{"self":[{"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/posts\/245","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/comments?post=245"}],"version-history":[{"count":13,"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/posts\/245\/revisions"}],"predecessor-version":[{"id":9053,"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/posts\/245\/revisions\/9053"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/media\/244"}],"wp:attachment":[{"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/media?parent=245"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/categories?post=245"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aicmo.uk\/learn\/wp-json\/wp\/v2\/tags?post=245"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}