{"id":48289,"date":"2025-06-02T12:00:58","date_gmt":"2025-06-02T16:00:58","guid":{"rendered":"https:\/\/directiveconsulting.com\/ca\/?p=48289"},"modified":"2025-08-19T18:25:51","modified_gmt":"2025-08-19T22:25:51","slug":"from-aios-to-llms-how-b2b-teams-must-evolve-search-strategy-and-reporting-for-the-ai-era","status":"publish","type":"post","link":"https:\/\/directiveconsulting.com\/ca\/blog\/from-aios-to-llms-how-b2b-teams-must-evolve-search-strategy-and-reporting-for-the-ai-era\/","title":{"rendered":"From AIOs to LLMs: How B2B Teams Must Evolve Search Strategy and Reporting for the AI Era"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Directive\u2019s recent webinar brought together a panel of SEO experts to unpack how AI Overviews (AIOs) and large language models (LLMs) are reshaping the B2B search landscape. This post summarizes the biggest insights, the frameworks that are working now, and the reporting updates B2B marketers need to navigate the AI-powered future of search.<\/span><\/p>\n<h2><b>Search Strategy Is Being Rewritten<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">We\u2019re watching search fragment in real time. And so are your B2B buyers.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Google\u2019s AI Overviews and tools like ChatGPT are rewriting what success looks like in search. If your SEO strategy still hinges on MSV, rankings, and clicks alone, you\u2019re already a step behind. Those metrics still matter (and we think they always will), but they\u2019re no longer the whole picture.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here\u2019s what we\u2019ve found:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Top-of-funnel AIOs are underperforming<\/b><span style=\"font-weight: 400;\">. Think of these queries like a highway billboard. You can get a lot of eyes, but very few of them will be relevant \u2014 and even fewer will convert. Visibility in these queries often results in high bounce rates and low-intent leads.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Mid and bottom-of-funnel queries are now more valuable than ever<\/b><span style=\"font-weight: 400;\">. These terms are more relevant, prompt deeper engagement, and are more likely to lead to conversions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.seerinteractive.com\/insights\/what-drives-brand-mentions-in-ai-answers\" target=\"_blank\" rel=\"noopener\"><b>AI platforms influence buyer decisions without sending traffic<\/b><\/a><span style=\"font-weight: 400;\">. If you\u2019re not showing up in listicles, reviews, and comparison content, you\u2019re missing from the conversation entirely.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<h2><b>The New Metrics That Matter<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Directive\u2019s SEO team emphasized that legacy KPIs are no longer sufficient. Instead, B2B teams need to shift toward a visibility and impact model:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AIO Visibility Tracking<\/b><span style=\"font-weight: 400;\">. Are you appearing in AIO for high-intent, product-aligned queries?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>LLM Citations<\/b><span style=\"font-weight: 400;\">. Is your brand mentioned or recommended by ChatGPT, Perplexity, or Gemini?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Session-to-Conversion Ratios<\/b><span style=\"font-weight: 400;\">. Are visits from AI referrals turning into pipeline?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Custom Reporting Dashboards<\/b><span style=\"font-weight: 400;\">. Directive uses Looker, GA4, GSC, and SEMrush to blend insights across sources.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Directive has also layered in tools like Profound and Scrunch to compare brand narratives across AI summaries, moving the focus from traffic to influence.<\/span><\/p>\n<h2><b>What\u2019s Working Right Now: Key Plays from the Webinar<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">These are the plays Directive clients are executing right now, and seeing real results from:<\/span><\/p>\n<h3><b>1. BOFU Listicle Domination<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">We treat third-party listicles as the first domino in AI visibility.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Rank there, and you\u2019re far more likely to show up in AIOs. Then get featured in AIO, and LLMs tend to follow. It\u2019s the pattern we\u2019ve seen play out again and again.\u00a0<\/span><\/p>\n<p><b>Use this sequence: Rank in listicles \u2192 earn AIO placements \u2192 dominate LLM results.\u00a0<\/b><\/p>\n<p><b>Our goal isn\u2019t just more AIO mentions, it\u2019s showing up where buying decisions are made.<\/b><\/p>\n<p><b>Example:<\/b><span style=\"font-weight: 400;\"> Greenhouse ranks in listicles for <a href=\"https:\/\/productrank.ai\/topic\/applicant-tracking-systems\" target=\"_blank\" rel=\"noopener\">\u201cBest Applicant Tracking Systems.\u201d<\/a> That content appears in AIOs, which helps push Greenhouse into LLM results like ChatGPT and Perplexity.<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-48294 size-full\" src=\"https:\/\/directiveconsulting.com\/ca\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.25\u202fAM.png\" alt=\"\" width=\"1740\" height=\"1124\" srcset=\"https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.25\u202fAM.png 1740w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.25\u202fAM-300x194.png 300w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.25\u202fAM-1024x661.png 1024w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.25\u202fAM-768x496.png 768w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.25\u202fAM-1536x992.png 1536w\" sizes=\"(max-width: 1740px) 100vw, 1740px\" \/><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-48291 size-full\" src=\"https:\/\/directiveconsulting.com\/ca\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.11\u202fAM.png\" alt=\"\" width=\"2284\" height=\"740\" srcset=\"https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.11\u202fAM.png 2284w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.11\u202fAM-300x97.png 300w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.11\u202fAM-1024x332.png 1024w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.11\u202fAM-768x249.png 768w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.11\u202fAM-1536x498.png 1536w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.34.11\u202fAM-2048x664.png 2048w\" sizes=\"(max-width: 2284px) 100vw, 2284px\" \/><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-48292 size-full\" src=\"https:\/\/directiveconsulting.com\/ca\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.35.03\u202fAM-1.png\" alt=\"\" width=\"1940\" height=\"1172\" srcset=\"https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.35.03\u202fAM-1.png 1940w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.35.03\u202fAM-1-300x181.png 300w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.35.03\u202fAM-1-1024x619.png 1024w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.35.03\u202fAM-1-768x464.png 768w, https:\/\/directiveconsulting.com\/wp-content\/uploads\/sites\/11\/2025\/06\/Screenshot-2025-06-04-at-9.35.03\u202fAM-1-1536x928.png 1536w\" sizes=\"(max-width: 1940px) 100vw, 1940px\" \/><\/p>\n<h3><\/h3>\n<h3><b>2. Competitor Citation Gap Analysis<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">If your competitors are showing up in AIOs and LLMs and you\u2019re not, that\u2019s a gap worth closing fast.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Directive uses keyword gap tools, AIO audits, and visibility trackers to find under-leveraged topics where competitors are dominating SERPs. Optimizing for where others are winning has helped increase LLM visibility, and ultimately driven meaningful LLM referral growth for clients.<\/span><\/p>\n<h3><b>3. Technical SEO to Support LLM Discoverability<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Give AI a blueprint, not a puzzle, when it crawls your site.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Directive prioritizes schema markup, crawlable structure, and internal linking to help AI models interpret and surface content. We\u2019ve seen FAQs and clean schema make the difference between showing up and getting skipped.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Clean markup and crawlable paths don\u2019t just help Google, they\u2019re prerequisites for LLMs to reference your content.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Think of it like scaffolding: without structured paths and clean formatting, AI can\u2019t interpret your content, let alone cite it.<\/span><\/p>\n<h2><b>Common Questions B2B Marketing Teams Are Asking<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Directive collected real questions from marketing leaders. These reflect the uncertainty (and opportunity) present in AI search.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>If MSV doesn\u2019t matter anymore, what does?<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\"> Answer: It does, but so does everything else. We use topic scoring based on the traditional SEO metrics like search volume, keyword difficulty, and cost-per-click \u2014\u00a0but now we also look at traffic to competing content, AI visibility potential, and bottom-line fit.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Is ChatGPT replacing Google?<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\"> Answer: No, but it is influencing decisions early and shaping brand perception before a click even happens.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Will I lose traffic?<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\"> Answer: Yes, possibly. But clients who pivot to AI-first content strategies have seen increased impressions, improved conversion rates, and more stable pipelines despite lower traffic volume.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<\/ul>\n<h2><b>What to Measure Instead<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Most dashboards we see are still built for the old SERP. If you\u2019re not tracking AI visibility, LLM mentions, and referrals, you\u2019re not seeing the full picture.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Directive recommends new reporting structures that align with how B2B buyers are researching through AI:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI Visibility<\/b><span style=\"font-weight: 400;\">. Measure your presence across ChatGPT, Perplexity, Gemini, and more.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>LLM Traffic and Engagement<\/b><span style=\"font-weight: 400;\">. Look at on-page behavior and referral CVR from LLM mentions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Content Opportunity Scoring<\/b><span style=\"font-weight: 400;\">. Prioritize based on AIO presence, topic alignment, and funnel intent.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Visibility vs Competitors<\/b><span style=\"font-weight: 400;\">. Track how you and your top 3 competitors are showing up across the AI layer.<\/span><\/li>\n<\/ul>\n<h2><b>Watch the Full Webinar<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">To go deeper on these insights and see live examples, dashboards, and frameworks, watch the full replay here:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud83d\udc49 <\/span><a href=\"https:\/\/directiveconsulting.com\/ca\/webinar-2025-search-strategy-and-report-ai\/\"><b>Watch the Webinar Replay<\/b><\/a><\/p>\n<p><span style=\"font-weight: 400;\">You\u2019ll see how leading B2B brands are shifting strategy in real time, and how Directive is helping them evolve both content and reporting to meet the moment.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Directive\u2019s recent webinar brought together a panel of SEO experts to unpack how AI Overviews (AIOs) and large language models<\/p>\n","protected":false},"author":111,"featured_media":48290,"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":[29],"tags":[],"class_list":["post-48289","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-content-marketing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>From AIOs to LLMs: How B2B Teams Must Evolve Search Strategy and Reporting for the AI Era - Directive CA<\/title>\n<meta name=\"description\" content=\"See how B2B teams must evolve search strategy and reporting in the AI era. 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