{"id":7224,"date":"2026-04-08T08:00:00","date_gmt":"2026-04-08T12:00:00","guid":{"rendered":"https:\/\/beomniscient.com\/?p=7224"},"modified":"2026-04-07T17:03:09","modified_gmt":"2026-04-07T21:03:09","slug":"the-geo-gold-rush-problem","status":"publish","type":"post","link":"https:\/\/beomniscient.com\/blog\/the-geo-gold-rush-problem\/","title":{"rendered":"Kitchen Side: The GEO Gold Rush Problem"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"h-listen-to-the-podcast\"><strong>Listen to the podcast:<\/strong><\/h2>\n\n\n\n<iframe height=\"200px\" width=\"100%\" frameborder=\"no\" src=\"https:\/\/player.simplecast.com\/8124bc80-4333-4507-8065-2ae4ecb7a5da?dark=true\"><\/iframe>\n\n\n\n<p>In this Kitchen Side episode, Alex Birkett, Allie Decker, and David Khim unpack the increasingly noisy world of AI search (GEO\/AEO), including spam tactics, flawed attribution models, and widespread confusion around what actually drives results.<\/p>\n\n\n\n<p>They explore why visibility without revenue is a trap, how brand sentiment and off-page signals shape AI outputs, and why trust, positioning, and human validation are becoming more important than ever in B2B buying decisions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-key-takeaways\"><strong>Key Takeaways<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The SEO vs AEO debate is largely unproductive and distracts from creating real business value.<\/li>\n\n\n\n<li>Spammy, short-term tactics are resurging in AI search due to a \u201cgold rush\u201d mindset.<\/li>\n\n\n\n<li>Many teams optimize for visibility and citations without tying efforts back to revenue or pipeline.<\/li>\n\n\n\n<li>Attribution in AI search is messy, and many current tracking methods are fundamentally flawed.<\/li>\n\n\n\n<li>Large datasets in AEO research can be used to justify almost any strategy or narrative.<\/li>\n\n\n\n<li>Talking directly to customers is still more valuable than inferred data or prompt tracking.<\/li>\n\n\n\n<li>There is a growing tension between experience-based judgment and rapid experimentation with AI.<\/li>\n\n\n\n<li>AI search compresses information, making brand narrative and sentiment more influential than ever.<\/li>\n\n\n\n<li>Visibility is only the first step; positioning and how a brand is described matter more.<\/li>\n\n\n\n<li>AI search is increasingly overlapping with online reputation management (ORM).<\/li>\n\n\n\n<li>Larger brands face greater risk from sentiment manipulation and lack of narrative control.<\/li>\n\n\n\n<li>Off-page signals like reviews, PR, and community discussions heavily influence AI outputs.<\/li>\n\n\n\n<li>Review sites and categorization accuracy can significantly impact visibility and positioning.<\/li>\n\n\n\n<li>Reddit is becoming influential but requires authentic engagement rather than manipulation.<\/li>\n\n\n\n<li>AI-driven discovery is often validated through peer recommendations before purchase decisions.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-show-links\"><strong>Show Links<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Connect with David Khim on <a href=\"https:\/\/www.linkedin.com\/in\/davidlykhim\">LinkedIn<\/a> and <a href=\"https:\/\/twitter.com\/davidlykhim?lang=en\">Twitter<\/a><\/li>\n\n\n\n<li>Connect with Alex Birkett on <a href=\"https:\/\/www.linkedin.com\/in\/iamalexbirkett\">LinkedIn<\/a> and <a href=\"https:\/\/twitter.com\/iamalexbirkett?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor\">Twitter<\/a><\/li>\n\n\n\n<li>Connect with Allie Decker on <a href=\"https:\/\/www.linkedin.com\/in\/alliecdecker\">LinkedIn<\/a> and <a href=\"https:\/\/twitter.com\/alliecdecker?lang=en\">Twitter<\/a><\/li>\n\n\n\n<li>Connect with Omniscient Digital on <a href=\"https:\/\/www.linkedin.com\/company\/omniscient-digital?trk=public_profile_topcard-current-company\">LinkedIn<\/a> or <a href=\"https:\/\/twitter.com\/beomniscient_\">Twitter<\/a><br><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-time-stamps\"><strong>Time Stamps:<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>[00:00] \u2013 Intro and overview of AI search chaos and AEO debates<\/li>\n\n\n\n<li>[01:34] \u2013 Why the SEO vs AEO debate is unproductive<\/li>\n\n\n\n<li>[02:18] \u2013 Rise of spammy tactics and \u201cgold rush\u201d behavior in AEO<\/li>\n\n\n\n<li>[04:35] \u2013 Programmatic content at scale vs actual conversion impact<\/li>\n\n\n\n<li>[06:15] \u2013 Patience vs constantly changing strategy in marketing<\/li>\n\n\n\n<li>[07:30] \u2013 Confusion caused by conflicting AEO advice and data<\/li>\n\n\n\n<li>[08:48] \u2013 How large datasets can be used to justify any narrative<\/li>\n\n\n\n<li>[10:53] \u2013 Broken attribution models and flawed LLM tracking<\/li>\n\n\n\n<li>[12:57] \u2013 Importance of customer research vs inferred data<\/li>\n\n\n\n<li>[14:13] \u2013 Experience vs experimentation in AI search strategy<\/li>\n\n\n\n<li>[16:30] \u2013 Visibility vs revenue: tracking the wrong metrics<\/li>\n\n\n\n<li>[18:27] \u2013 When visibility actually matters (brand vs pipeline)<\/li>\n\n\n\n<li>[19:30] \u2013 Enterprise vs SMB approaches to AI search<\/li>\n\n\n\n<li>[21:04] \u2013 AI search reshaping content beyond keywords<\/li>\n\n\n\n<li>[22:28] \u2013 Positioning, sentiment, and narrative control in LLMs<\/li>\n\n\n\n<li>[23:17] \u2013 Aligning SEO\/AEO with go-to-market strategy<\/li>\n\n\n\n<li>[25:29] \u2013 LLMs compressing information and shaping decisions<\/li>\n\n\n\n<li>[27:32] \u2013 Visibility as only step one; importance of positioning<\/li>\n\n\n\n<li>[27:50] \u2013 Shift to sentiment and brand positioning in AI search<\/li>\n\n\n\n<li>[28:10] \u2013 Brand awareness as a driver of visibility<\/li>\n\n\n\n<li>[29:17] \u2013 Risks of sentiment manipulation and attack vectors<\/li>\n\n\n\n<li>[30:18] \u2013 GEO as a form of online reputation management<\/li>\n\n\n\n<li>[31:28] \u2013 Loss of narrative control in AI-driven environments<\/li>\n\n\n\n<li>[32:26] \u2013 Competitive content, reviews, and brand defense<\/li>\n\n\n\n<li>[34:39] \u2013 Why large brands are more vulnerable than smaller players<\/li>\n\n\n\n<li>[35:16] \u2013 Off-page strategy beyond listicles and affiliate mentions<\/li>\n\n\n\n<li>[36:50] \u2013 Outreach saturation and diminishing returns<\/li>\n\n\n\n<li>[37:32] \u2013 Role of review sites and product categorization<\/li>\n\n\n\n<li>[39:27] \u2013 Importance of detailed, structured customer reviews<\/li>\n\n\n\n<li>[40:31] \u2013 High-trust sources: Wikipedia, reviews, and forums<\/li>\n\n\n\n<li>[42:32] \u2013 Reddit as a marketing channel: risks and opportunities<\/li>\n\n\n\n<li>[44:11] \u2013 Authentic engagement vs manipulation on Reddit<\/li>\n\n\n\n<li>[46:13] \u2013 Limits of platform trust and moderation systems<\/li>\n\n\n\n<li>[47:47] \u2013 AI discovery vs peer validation in B2B buying decisions (closing)<\/li>\n<\/ul>\n\n\n\n<div style=\"width:100%;padding:50px 50px; border:0; background-color:#E5EADE; border-radius:5px; margin:10px 0 30px 0;\">\n<h2 style=\"text-align:center;\">Get the Field Notes<\/h2>\n<p style=\"text-align:center;\">Weekly learnings from working on B2B content &#038; SEO for dozens of companies.<\/p>\n<div style=\"width:500px; max-width:100%; margin:auto;\">\n<!--[if lte IE 8]>\n<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2-legacy.js\"><\/script>\n<![endif]-->\n<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2.js\"><\/script>\n<script>\n  hbspt.forms.create({\n\tregion: \"na1\",\n\tportalId: \"534705\",\n\tformId: \"df425270-4417-4cb4-8d5c-3cb1236ed46c\"\n});\n<\/script>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Listen to the podcast: In this Kitchen Side episode, Alex&#8230;<\/p>\n","protected":false},"author":3,"featured_media":7225,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[44,25],"tags":[],"wf_post_folders":[],"class_list":{"0":"post-7224","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-the-long-game","8":"category-seo"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Kitchen Side: The GEO Gold Rush Problem - Omniscient Digital<\/title>\n<meta name=\"description\" content=\"A candid look at AI search chaos, from spam and bad attribution to why brand, positioning, and trust now matter more than visibility alone.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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