{"id":49729,"date":"2025-12-04T16:30:01","date_gmt":"2025-12-04T21:30:01","guid":{"rendered":"https:\/\/directiveconsulting.com\/uk\/?p=49729"},"modified":"2025-12-09T15:40:10","modified_gmt":"2025-12-09T20:40:10","slug":"a-practical-framework-for-generative-engine-optimization-success-metrics","status":"publish","type":"post","link":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/","title":{"rendered":"A Practical Framework for Generative Engine Optimization Success Metrics"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">As we have all seen in the last year, impressions and clicks no longer tell the whole story. As AI answer engines become the new front door for B2B buyers, traditional SEO metrics dramatically under-report your brand\u2019s true influence.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you aren\u2019t measuring if you appear and how you appear inside AI-generated answers, you\u2019re missing a critical piece of the customer journey.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This guide outlines a purpose-built KPI stack for the age of AI. We want to isolate metrics that track visibility, prove accuracy, and directly connect your efforts to valuable traffic. Equip your team with a rigorous measurement framework that proves the value of your GEO strategy.<\/span><\/p>\n<h2><b>The GEO KPI Stack That Replaces Rankings and Clicks<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The fundamental shift in measurement is moving from tracking SERP positions to analyzing inclusion and accuracy within AI-generated responses. With platforms like Perplexity serving approximately <a href=\"https:\/\/www.perplexity.ai\/page\/ceo-says-perplexity-hit-780m-q-dENgiYOuTfaMEpxLQc2bIQ\">780 million queries<\/a> in May 2025 and <a href=\"https:\/\/searchengineland.com\/google-ai-overviews-13-searches-455057\">Google\u2019s AI Overviews triggering on 13.14% of queries<\/a> as of March 2025, the arena has changed. Your brand is either part of the answer, or it&#8217;s invisible.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Modern GEO metrics go beyond simple mentions to provide a multi-layered view of performance. It tracks not just <\/span><b>if<\/b><span style=\"font-weight: 400;\"> you appear, but <\/span><b>how<\/b><span style=\"font-weight: 400;\"> you appear and what business impact that appearance drives. This requires a new set of KPIs designed to capture visibility, quality, and revenue influence.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here is a summary of the core KPIs every B2B leader should be tracking:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>KPI Name<\/b><\/td>\n<td><b>Formula<\/b><\/td>\n<td><b>Target Benchmark (Starting)<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Mention Rate<\/b><\/td>\n<td><span style=\"font-weight: 400;\">(Number of Prompts Including Your Brand) \/ (Number of Prompts Tracked)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">15-20% on non-branded prompts<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>AI Citation Rate<\/b><\/td>\n<td><span style=\"font-weight: 400;\">(Number of AI Outputs Citing a specific URL) \/ (Number of Total Outputs)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">10% on pilot prompt set<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Share of Answers<\/b><\/td>\n<td><span style=\"font-weight: 400;\">(Your Citations) \/ (Total Citations in Answer)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">#1 Among Competitors<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>AI-Assisted Engagement<\/b><\/td>\n<td><span style=\"font-weight: 400;\">(Engaged Sessions from AI Channel) \/ (Total AI Sessions)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">+15% vs. overall or organic traffic average<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Time-to-Citation<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Days from Publish\/Update to First Observed Citation<\/span><\/td>\n<td><span style=\"font-weight: 400;\">&lt; 30 days for priority pages, AI is fast!<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Assisted Pipeline<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Change in Opps with AI-Cited Touchpoint<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Demonstrate MoM growth<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><b>Visibility KPIs: Inclusion, Citations, and Share of Answers<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The first layer of GEO measurement confirms your presence. Are you even in the conversation?<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI Answer Mention Rate:<\/b><span style=\"font-weight: 400;\"> This is the most fundamental visibility metric. It measures the percentage of tracked prompts where your brand name is mentioned in the AI-generated answer.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Formula:<\/b><span style=\"font-weight: 400;\"> (Number of Prompts Including Your Brand) \/ (Total Number of Prompts Tracked)<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI Citation Rate:<\/b><span style=\"font-weight: 400;\"> A citation is more valuable than a mention alone. This metric tracks how often your domain is explicitly cited as a source, providing a direct path for users to your content.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Formula:<\/b><span style=\"font-weight: 400;\"> (Number of AI Outputs Citing Your URL) \/ (Total Number of Outputs)<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">A Semrush study from March 2025 found that AI Overviews appeared in 13.14% of queries, a number that signifies a massive shift in how users receive information. Visibility in these surfaces can\u2019t be measured with traditional rank tracking. This is because competition among AI channels is different from traditional SEO. AI platforms like ChatGPT or Perplexity <\/span><b>want <\/b><span style=\"font-weight: 400;\">to show as many sources as possible. This is also why we use percentages rather than a plain ranking, every AI generated response is unique. Appearing in a higher percentage means you are a greater authority on the subject.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For example, after tracking 50 middle and bottom-of-funnel prompts, a team might find their <\/span><b>Mention Rate<\/b><span style=\"font-weight: 400;\"> is only 18%. After implementing key takeaways content blocks and an llm.txt file, they could see that rate climb to 32% within 30 days, a very clear signal of progress.<\/span><\/p>\n<h3><b>Prominence and Brand Mention Metrics<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Beyond simple inclusion, it\u2019s crucial to measure the quality and prominence of your appearances.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Brand Mention Rate:<\/b><span style=\"font-weight: 400;\"> This is a straightforward count of how often your brand is mentioned, cited or not. It\u2019s a top-level indicator of brand awareness within AI models.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Formula:<\/b><span style=\"font-weight: 400;\"> (Number of Responses Mentioning Brand) \/ (Total Number of Prompts)<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Share of Answers (SoA):<\/b><span style=\"font-weight: 400;\"> This KPI contextualizes your visibility against competitors within a single AI response, or across larger datasets. It measures what percentage of the total cited sources in an answer belong to you.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Formula:<\/b><span style=\"font-weight: 400;\"> (Your Citations) \/ (Total Citations Across the Answer Set)<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AI visibility indexes <\/span><a href=\"https:\/\/directiveconsulting.com\/uk\/blog\/top-4-generative-engine-optimization-tools-powering-modern-search\/\"><span style=\"font-weight: 400;\">(like Scrunch or Profound)<\/span><\/a><span style=\"font-weight: 400;\"> track these mention and source patterns, providing a valuable external benchmark. For instance, if you\u2019re tracking the prompt \u201clead routing best practices,\u201d you might find your brand appears in 3 out of 10 tested answers, with two of those being high-value mentions. These platforms also allow you to benchmark against competitors, if a competitor shows up for 4 of the 10 tested answers outlined above, that is a clear gap that you can address with your strategy.<\/span><\/p>\n<h3><b>Engagement from AI-Assisted Discovery and Time-to-Impact<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Visibility is only valuable if it leads to engagement and action. These KPIs measure the downstream effects of your GEO efforts.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Time-to-Citation:<\/b><span style=\"font-weight: 400;\"> This metric tracks the velocity of your content strategy, measuring how long it takes for a new or updated piece of content to be cited in an AI answer. Often the speed at which you can respond to trending topics is key for early visibility.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Formula:<\/b><span style=\"font-weight: 400;\"> (Date of First Observed Citation) &#8211; (Date of Content Publication\/Update)<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI-Assisted Engagement Rate:<\/b><span style=\"font-weight: 400;\"> This measures the quality of traffic coming from identifiable AI referrers. Are visitors from these sources more engaged than average? Since we can really only see referral traffic from AI in Google Analytics 4, we have to rely on this smaller sample size. For a deeper dive, check out our<\/span><a href=\"https:\/\/directiveconsulting.com\/uk\/resources\/glossary\/engagement-rate\/\"> <span style=\"font-weight: 400;\">engagement rate<\/span><\/a><span style=\"font-weight: 400;\"> glossary.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Formula:<\/b><span style=\"font-weight: 400;\"> (Engaged Sessions from AI Referral Channel) \/ (Total AI Referral Sessions)<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">By configuring a custom channel grouping in GA4 for AI referrers, you can track referral traffic more effectively.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here is a practical example: after a major update to a bottom-of-funnel core product page, you observe the <\/span><b>Time-to-Citation<\/b><span style=\"font-weight: 400;\"> drop from 45 to 21 days. Simultaneously, you see that <\/span><b>AI-engaged sessions<\/b><span style=\"font-weight: 400;\"> on cited pages have 22% more pages per session than the site average. This demonstrates both increased velocity and higher-quality traffic.<\/span><\/p>\n<h2><b>Directive\u2019s Playbook to Launch GEO Measurement<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">You can easily stand up a foundational GEO measurement system in a single project. This actionable plan allows any B2B team to implement tracking, build prompt dashboards, and connect KPIs to business intelligence.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Keep the scope tight for your initial launch: focus on 5\u201310 high-value pages and a curated set of 30\u201350 prompts relevant to your ideal customer profile (ICP). Before reporting, use a readiness checklist to ensure data quality and stakeholder alignment.<\/span><\/p>\n<h3><b>Step 1: Instrument AI Visibility and Analytics<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">First, create the infrastructure to capture data.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tasks:<\/b><span style=\"font-weight: 400;\"> In GA4, create a custom &#8220;AI&#8221; channel group and tag identifiable referrers (e.g., Perplexity.ai). Set up a prompt tracking sheet or use a <\/span><a href=\"https:\/\/directiveconsulting.com\/uk\/blog\/top-4-generative-engine-optimization-tools-powering-modern-search\/\"><span style=\"font-weight: 400;\">dedicated tool<\/span><\/a><span style=\"font-weight: 400;\"> to log the query, surface, inclusion status, citations, and competitor visibility. This is your ground truth for measuring generative engine optimization impact.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Metric Targets:<\/b><span style=\"font-weight: 400;\"> Establish a baseline for <\/span><b>Mention Rate<\/b><span style=\"font-weight: 400;\"> and <\/span><b>AI Citation Rate<\/b><span style=\"font-weight: 400;\">. Set an initial target for <\/span><b>Time-to-Citation<\/b><span style=\"font-weight: 400;\"> of less than 30 days for priority content.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tools:<\/b><span style=\"font-weight: 400;\"> GA4, Looker Studio, Prompt Tracker (spreadsheet or dedicated tool)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pitfall:<\/b><span style=\"font-weight: 400;\"> Missing annotations. Always log content updates, schema deployments, and site changes to correlate actions with outcomes.<\/span><\/li>\n<\/ul>\n<h3><b>Step 2: Create Prompt Lists and Tie to Content Strategy<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Next, define what you will measure.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tasks:<\/b><span style=\"font-weight: 400;\"> For each ICP, compile 10 to 15 bottom-of-funnel and another 10 to 15 middle-of-funnel prompts. Test these across Google\u2019s AIO, ChatGPT, Copilot, and Perplexity. You can obviously include any other platforms you are particularly interested in. Separately, define your primary brand entities (products) and the related concepts for each content cluster in your B2B content strategy.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Metrics:<\/b><span style=\"font-weight: 400;\"> Track <\/span><b>Prompt Coverage<\/b><span style=\"font-weight: 400;\"> (Tested Prompts \/ Planned Prompts) to ensure your testing is comprehensive (aim for \u226590%).\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tools:<\/b><span style=\"font-weight: 400;\"> AI Visibility Index (SEMrush, Scrunch, Profound) insights.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pitfall:<\/b><span style=\"font-weight: 400;\"> Over-indexing on branded prompts. A strong panel includes competitive, generic, and problem-based queries that reflect how real customers search. Branded prompts can be grouped to observe performance in isolation.<\/span><\/li>\n<\/ul>\n<h3><b>Step 3: Connect GEO KPIs to Pipeline<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Finally, translate visibility into business value.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tasks:<\/b><span style=\"font-weight: 400;\"> Flag all pages that have been cited in AI answers. In your business intelligence tool (Looker Studio, PowerBI, or Tableau), create a dashboard that visualizes <\/span><b>Mention Rate<\/b><span style=\"font-weight: 400;\">, EPS, and <\/span><b>AI-assisted engagement<\/b><span style=\"font-weight: 400;\"> alongside marketing-influenced opportunities and revenue. Create a segment for &#8220;Revenue-Influenced Pages&#8221; based on AI citations.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Metrics:<\/b><span style=\"font-weight: 400;\"> Calculate <\/span><b>Revenue-Influenced Pages<\/b><span style=\"font-weight: 400;\"> (Number of Cited Pages with Associated Opportunities \/ Number of Total Cited Pages) and <\/span><b>Assisted Pipeline<\/b><span style=\"font-weight: 400;\"> (Sum of Opportunities with an AI-Cited Touchpoint).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tools:<\/b><span style=\"font-weight: 400;\"> CRM + Business Intelligence Tools (e.g., Salesforce + Looker).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pitfall:<\/b><span style=\"font-weight: 400;\"> Counting vanity mentions. Only track mentions and citations that have a plausible path to a revenue-generating page.<\/span><\/li>\n<\/ul>\n<h2><b>How to Build Prompt Dashboards and Entity Tracking<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Systematic tracking starts with stable, well-designed prompt groups. This allows you to measure progress consistently and distinguish strategic impact from the volatility of some of these platforms. The goal is to create a reliable dataset to assess your visibility for prompts that truly matter.<\/span><\/p>\n<h3><b>Prompt Group Design and Tracking Cadence<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Design your prompt panels to reflect your business priorities.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Build Groups:<\/b><span style=\"font-weight: 400;\"> Essentially, you need to pair prompts that are similar. One easy way of doing this is to split the prompts by ICP and funnel stage. For a security software company, this might include prompts like \u201cSOC 2 audit checklist\u201d (MOFU) or \u201cvendor risk matrix template\u201d (BOFU).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tracking Cadence:<\/b><span style=\"font-weight: 400;\"> Test your entire prompt set weekly or even daily to identify trends. It is also critical to log which version of an AI model was used for each test (ChatGPT 4 vs 5, etc.), as updates can significantly alter results.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Metric:<\/b><span style=\"font-weight: 400;\"> Monitor <\/span><b>Group Stability<\/b><span style=\"font-weight: 400;\"> (Prompts Retained Month-over-Month \/ Total Prompts), aiming for at least 80% consistency. This ensures you\u2019re measuring actual performance, not just chasing random fluctuations or off-hand mentions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tools:<\/b><span style=\"font-weight: 400;\"> A shared tracker (like Google Sheets) or an archive of screenshots for validation.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pitfall:<\/b><span style=\"font-weight: 400;\"> Chasing volatility. Just like with traditional SEO, you should avoid overreacting to a single prompt change; look for trends across the cohort before shifting strategy.<\/span><\/li>\n<\/ul>\n<h3><b>Entity Prominence Scoring (EPS) Rules<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Not all mentions are created equal. An EPS system helps you quantify the quality of your visibility.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Scoring Rules:<\/b><span style=\"font-weight: 400;\"> Create a simple, documented weighting system. For example:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Cited as a primary source: 3 points<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Mentioned in the top summary line: 2 points<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Mentioned in the body of the answer: 1 point<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Calculation:<\/b><span style=\"font-weight: 400;\"> EPS = Changes in Weighted Mentions \/ Changes in Total Points<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Context:<\/b><span style=\"font-weight: 400;\"> AI visibility studies emphasize that mention dominance is often as important as pure citation count. Your measurement should reflect this by tracking both.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tools:<\/b><span style=\"font-weight: 400;\"> A scoring template within your prompt tracker.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pitfall:<\/b><span style=\"font-weight: 400;\"> Inconsistent scoring. Document your rules and have a single person or a calibrated team conduct the scoring to ensure consistency.<\/span><\/li>\n<\/ul>\n<h2><b>How Do You Tie GEO Visibility to Revenue?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">As we all know, visibility metrics are leading indicators while revenue impact is the ultimate proof of success. In a low to zero-click environment, attribution requires a structured approach that connects AI presence to pipeline. AI visibility more often drives indirect traffic, so it is critical to treat cited pages as powerful assist channels.<\/span><\/p>\n<h3><b>Attribution Without Clicks<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">To prove value without direct clicks, triangulate data from multiple sources.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Approach:<\/b><span style=\"font-weight: 400;\"> Combine three key data points:<\/span>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Identifiable AI Referrals:<\/b><span style=\"font-weight: 400;\"> Track engaged users coming from sources like Perplexity in GA4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Branded Search Lift:<\/b><span style=\"font-weight: 400;\"> Measure the increase in branded search volume in the days following a significant AI mention.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Assisted Conversions:<\/b><span style=\"font-weight: 400;\"> Use your CRM to identify opportunities where a known contact visited an AI-cited page before converting. Even if we don\u2019t know they came through AI, we at least know more of the story.<\/span><\/li>\n<\/ol>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Metric:<\/b><span style=\"font-weight: 400;\"> Track a <\/span><b>Branded Lift Index<\/b><span style=\"font-weight: 400;\"> (Brand Clicks 7 Days Post-Mention \/ Brand Clicks 7 Days Pre-Mention) to quantify the billboard-like effect of AI visibility.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pitfall:<\/b><span style=\"font-weight: 400;\"> Attributing seasonality or other marketing campaigns to AI. Use control cohorts of un-cited pages where possible to isolate the impact.<\/span><\/li>\n<\/ul>\n<h3><b>KPI Thresholds by Funnel Stage<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Set realistic, stage-aware targets to guide your strategy.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>BOFU Targets:<\/b><span style=\"font-weight: 400;\"> For bottom-funnel prompts, aim for a <\/span><b>Mention Rate<\/b><span style=\"font-weight: 400;\"> of 30 to 40% on your set of prompts you launch with. These are high-intent queries where your presence is non-negotiable.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Entity (Brand) Targets:<\/b><span style=\"font-weight: 400;\"> For your most important content clusters, target an <\/span><b>EPS<\/b><span style=\"font-weight: 400;\"> of more than 0.4 to ensure you are seen as a prominent authority.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Velocity Targets:<\/b><span style=\"font-weight: 400;\"> For tier-1 revenue pages, aim for a <\/span><b>Time-to-Citation<\/b><span style=\"font-weight: 400;\"> of less than 30 days.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tools:<\/b><span style=\"font-weight: 400;\"> Utilize a BI dashboard and align these targets with your finance team by using standardized definitions like<\/span><a href=\"https:\/\/directiveconsulting.com\/uk\/resources\/glossary\/customer-acquisition-cost-cac\/\"> <span style=\"font-weight: 400;\">customer acquisition cost<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pitfall:<\/b><span style=\"font-weight: 400;\"> One-size-fits-all targets. Calibrate your goals based on the competitive intensity of different product categories or verticals.<\/span><\/li>\n<\/ul>\n<h3><b>How to Analyze Opportunity Quality<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Finally, ensure that AI-influenced leads are high-quality.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Report:<\/b><span style=\"font-weight: 400;\"> Compare the opportunity rate and win rate from AI-cited pages against non-cited pages. Add self attribution to your form and make notes in your CRM for mentions of &#8220;found via ChatGPT&#8221; or &#8220;saw you on Perplexity.&#8221;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Metrics:<\/b><span style=\"font-weight: 400;\"> Track <\/span><b>Revenue-Influenced Pages<\/b><span style=\"font-weight: 400;\"> and analyze any variance in <\/span><b>Average Deal Size<\/b><span style=\"font-weight: 400;\"> or <\/span><b>Total Revenue Generated <\/b><span style=\"font-weight: 400;\">for deals touched by AI-cited content.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pitfall:<\/b><span style=\"font-weight: 400;\"> Counting unqualified leads or demo spam as GEO impact. Filter all influenced opportunities by ICP fit to ensure you\u2019re measuring true business value.<\/span><\/li>\n<\/ul>\n<h2><b>Measure What Matters<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The shift to generative AI has rendered traditional SEO measurement incomplete, but not obsolete. B2B leaders who adapt will build a durable competitive advantage, while those who cling to clicks and rankings <\/span>exclusively <span style=\"font-weight: 400;\">will find their influence eroding in a world of zero-click answers. While proper GEO tracking is no longer optional, it is equally important to not lose sight of your standard SEO optimization.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">GEO metrics like this are the only way to prove and improve your brand\u2019s visibility where modern buyers begin their journey. Hopefully our metric recommendations provide you with the clarity needed to invest with confidence, align your teams, and tie your GEO strategy directly to revenue.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Of course, Directive is always here to take that off your plate. <a href=\"https:\/\/directiveconsulting.com\/uk\/book-intro-call\/\">Book an intro call today<\/a> to see how we can augment, improve, or even build your GEO strategy from the ground up.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As we have all seen in the last year, impressions and clicks no longer tell the whole story. As AI<\/p>\n","protected":false},"author":113,"featured_media":49730,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[281],"tags":[85,290],"class_list":["post-49729","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-geo","tag-content","tag-geo"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A Practical Framework for Generative Engine Optimization Success Metrics - Directive UK<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A Practical Framework for Generative Engine Optimization Success Metrics - Directive UK\" \/>\n<meta property=\"og:description\" content=\"As we have all seen in the last year, impressions and clicks no longer tell the whole story. As AI\" \/>\n<meta property=\"og:url\" content=\"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/\" \/>\n<meta property=\"og:site_name\" content=\"Directive UK\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-04T21:30:01+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-09T20:40:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/directiveconsulting.com\/uk\/wp-content\/uploads\/sites\/9\/2025\/12\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1536\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Stuart Kinsey\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Stuart Kinsey\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"11 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/\"},\"author\":{\"name\":\"Stuart Kinsey\",\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/#\\\/schema\\\/person\\\/8b8cac367f5391e4dbb9f6d2bdbb1259\"},\"headline\":\"A Practical Framework for Generative Engine Optimization Success Metrics\",\"datePublished\":\"2025-12-04T21:30:01+00:00\",\"dateModified\":\"2025-12-09T20:40:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/\"},\"wordCount\":2319,\"image\":{\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/directiveconsulting.com\\\/wp-content\\\/uploads\\\/sites\\\/9\\\/2025\\\/12\\\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png\",\"keywords\":[\"Content\",\"GEO\"],\"articleSection\":[\"GEO\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/\",\"url\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/\",\"name\":\"A Practical Framework for Generative Engine Optimization Success Metrics - Directive UK\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/directiveconsulting.com\\\/wp-content\\\/uploads\\\/sites\\\/9\\\/2025\\\/12\\\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png\",\"datePublished\":\"2025-12-04T21:30:01+00:00\",\"dateModified\":\"2025-12-09T20:40:10+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/#\\\/schema\\\/person\\\/8b8cac367f5391e4dbb9f6d2bdbb1259\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/#primaryimage\",\"url\":\"https:\\\/\\\/directiveconsulting.com\\\/wp-content\\\/uploads\\\/sites\\\/9\\\/2025\\\/12\\\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png\",\"contentUrl\":\"https:\\\/\\\/directiveconsulting.com\\\/wp-content\\\/uploads\\\/sites\\\/9\\\/2025\\\/12\\\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/a-practical-framework-for-generative-engine-optimization-success-metrics\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"A Practical Framework for Generative Engine Optimization Success Metrics\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/#website\",\"url\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/\",\"name\":\"Directive UK\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/#\\\/schema\\\/person\\\/8b8cac367f5391e4dbb9f6d2bdbb1259\",\"name\":\"Stuart Kinsey\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/73cac5092d85bac29d8275495caf02606f89af3f41fd15f884f64f8e914b45d1?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/73cac5092d85bac29d8275495caf02606f89af3f41fd15f884f64f8e914b45d1?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/73cac5092d85bac29d8275495caf02606f89af3f41fd15f884f64f8e914b45d1?s=96&d=mm&r=g\",\"caption\":\"Stuart Kinsey\"},\"description\":\"Stuart Kinsey is an Account Strategist specializing in Content &amp; SEO at Directive, where he helps B2B brands craft and execute strategies that boost organic visibility and drive meaningful engagement. With a strong foundation in content marketing, keyword strategy, and on-site optimization, Stuart blends creative storytelling with data-backed SEO tactics to deliver measurable results. He\u2019s passionate about creating content that not only ranks\u2014but resonates with target audiences and supports the buyer journey. At Directive, Stuart plays a key role in aligning content and SEO efforts to fuel sustainable growth.\",\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/in\\\/stuartkinsey\\\/\"],\"url\":\"https:\\\/\\\/directiveconsulting.com\\\/uk\\\/blog\\\/author\\\/stuartkinsey\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"A Practical Framework for Generative Engine Optimization Success Metrics - Directive UK","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/","og_locale":"en_US","og_type":"article","og_title":"A Practical Framework for Generative Engine Optimization Success Metrics - Directive UK","og_description":"As we have all seen in the last year, impressions and clicks no longer tell the whole story. As AI","og_url":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/","og_site_name":"Directive UK","article_published_time":"2025-12-04T21:30:01+00:00","article_modified_time":"2025-12-09T20:40:10+00:00","og_image":[{"width":1536,"height":1024,"url":"https:\/\/directiveconsulting.com\/uk\/wp-content\/uploads\/sites\/9\/2025\/12\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png","type":"image\/png"}],"author":"Stuart Kinsey","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Stuart Kinsey","Est. reading time":"11 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/#article","isPartOf":{"@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/"},"author":{"name":"Stuart Kinsey","@id":"https:\/\/directiveconsulting.com\/uk\/#\/schema\/person\/8b8cac367f5391e4dbb9f6d2bdbb1259"},"headline":"A Practical Framework for Generative Engine Optimization Success Metrics","datePublished":"2025-12-04T21:30:01+00:00","dateModified":"2025-12-09T20:40:10+00:00","mainEntityOfPage":{"@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/"},"wordCount":2319,"image":{"@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/#primaryimage"},"thumbnailUrl":"https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/9\/2025\/12\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png","keywords":["Content","GEO"],"articleSection":["GEO"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/","url":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/","name":"A Practical Framework for Generative Engine Optimization Success Metrics - Directive UK","isPartOf":{"@id":"https:\/\/directiveconsulting.com\/uk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/#primaryimage"},"image":{"@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/#primaryimage"},"thumbnailUrl":"https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/9\/2025\/12\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png","datePublished":"2025-12-04T21:30:01+00:00","dateModified":"2025-12-09T20:40:10+00:00","author":{"@id":"https:\/\/directiveconsulting.com\/uk\/#\/schema\/person\/8b8cac367f5391e4dbb9f6d2bdbb1259"},"breadcrumb":{"@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/#primaryimage","url":"https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/9\/2025\/12\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png","contentUrl":"https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/9\/2025\/12\/20251209_1330_Generative-Engine-Optimization-Framework_remix_01kc2ctevke05vwd9a3afpnr93.png","width":1536,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/directiveconsulting.com\/uk\/blog\/a-practical-framework-for-generative-engine-optimization-success-metrics\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/directiveconsulting.com\/uk\/"},{"@type":"ListItem","position":2,"name":"A Practical Framework for Generative Engine Optimization Success Metrics"}]},{"@type":"WebSite","@id":"https:\/\/directiveconsulting.com\/uk\/#website","url":"https:\/\/directiveconsulting.com\/uk\/","name":"Directive UK","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/directiveconsulting.com\/uk\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/directiveconsulting.com\/uk\/#\/schema\/person\/8b8cac367f5391e4dbb9f6d2bdbb1259","name":"Stuart Kinsey","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/73cac5092d85bac29d8275495caf02606f89af3f41fd15f884f64f8e914b45d1?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/73cac5092d85bac29d8275495caf02606f89af3f41fd15f884f64f8e914b45d1?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/73cac5092d85bac29d8275495caf02606f89af3f41fd15f884f64f8e914b45d1?s=96&d=mm&r=g","caption":"Stuart Kinsey"},"description":"Stuart Kinsey is an Account Strategist specializing in Content &amp; SEO at Directive, where he helps B2B brands craft and execute strategies that boost organic visibility and drive meaningful engagement. With a strong foundation in content marketing, keyword strategy, and on-site optimization, Stuart blends creative storytelling with data-backed SEO tactics to deliver measurable results. He\u2019s passionate about creating content that not only ranks\u2014but resonates with target audiences and supports the buyer journey. At Directive, Stuart plays a key role in aligning content and SEO efforts to fuel sustainable growth.","sameAs":["https:\/\/www.linkedin.com\/in\/stuartkinsey\/"],"url":"https:\/\/directiveconsulting.com\/uk\/blog\/author\/stuartkinsey\/"}]}},"_links":{"self":[{"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/posts\/49729","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/users\/113"}],"replies":[{"embeddable":true,"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/comments?post=49729"}],"version-history":[{"count":0,"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/posts\/49729\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/media\/49730"}],"wp:attachment":[{"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/media?parent=49729"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/categories?post=49729"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/directiveconsulting.com\/uk\/wp-json\/wp\/v2\/tags?post=49729"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}