<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[The GTM Engineering Newsletter: This week in AI GTM]]></title><description><![CDATA[The 5 biggest ideas from the past week in AI / GTM Engineering.]]></description><link>https://newsletter.gtmengineering.ai/s/this-week-in-ai-gtm</link><image><url>https://substackcdn.com/image/fetch/$s_!va8t!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fda6b13bc-f15f-40f8-a308-41793826ebf9_1076x1076.png</url><title>The GTM Engineering Newsletter: This week in AI GTM</title><link>https://newsletter.gtmengineering.ai/s/this-week-in-ai-gtm</link></image><generator>Substack</generator><lastBuildDate>Fri, 23 Oct 2026 16:47:21 GMT</lastBuildDate><atom:link href="https://newsletter.gtmengineering.ai/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Alex Lindahl]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[gtmengineering@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[gtmengineering@substack.com]]></itunes:email><itunes:name><![CDATA[Alex Lindahl | GTM Engineering]]></itunes:name></itunes:owner><itunes:author><![CDATA[Alex Lindahl | GTM Engineering]]></itunes:author><googleplay:owner><![CDATA[gtmengineering@substack.com]]></googleplay:owner><googleplay:email><![CDATA[gtmengineering@substack.com]]></googleplay:email><googleplay:author><![CDATA[Alex Lindahl | GTM Engineering]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[5 BIG ideas in AI GTM this week]]></title><description><![CDATA[AI frontier teams and why you need them. An example from Harvey. Voice agents that call customers. State of B2B GTM.]]></description><link>https://newsletter.gtmengineering.ai/p/5-ai-gtm-ideas-frontier-teams-why-you-need-them</link><guid isPermaLink="false">https://newsletter.gtmengineering.ai/p/5-ai-gtm-ideas-frontier-teams-why-you-need-them</guid><dc:creator><![CDATA[Alex Lindahl | GTM Engineering]]></dc:creator><pubDate>Fri, 23 Oct 2026 14:31:41 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/6fd476ea-5712-4f90-8868-4afbabc80189_2400x1260.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em><strong>New here? Hi, I&#8217;m Alex Lindahl, Creator in Residence at <a href="http://clay.com/">Clay</a>.</strong> You can find me on <a href="https://www.youtube.com/@gtm_engineering_ai">GTM Engineering YouTube</a> channel, <a href="https://x.com/gtm_engineer">X where I post daily GTM plays</a>, and <a href="https://www.reddit.com/r/gtmengineering/">r/gtmengineering</a> where I host weekly AMAs. <a href="https://www.linkedin.com/in/alexlindahl">Connect with me on LinkedIn</a>.</em></p><p><em><strong>Join 9,200+ GTM operators from OpenAI, Reddit, a16z, Figma and others</strong> who subscribe to learn how the fastest growing companies use AI in GTM.</em></p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://newsletter.gtmengineering.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Subscribe for resources, guides, and how the fastest growing companies engineer GTM.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><p><strong>I&#8217;m chronically online and these are the 5 big ideas I came across this week. </strong></p><p>But first, a couple of fun things and a short rant after reading the Foursquare post mortem.</p><p>My <a href="https://x.ai/bot/guides/grok-bot-for-clay">Grok Bot for Clay guide is up on SpaceXSI.</a> Honestly, kinda cool. I never thought I&#8217;d publish something on their website. It&#8217;s another example of how writing online can lead to unique opportunities.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!j4JY!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!j4JY!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png 424w, https://substackcdn.com/image/fetch/$s_!j4JY!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png 848w, https://substackcdn.com/image/fetch/$s_!j4JY!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png 1272w, https://substackcdn.com/image/fetch/$s_!j4JY!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!j4JY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png" width="401" height="401" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1456,&quot;width&quot;:1456,&quot;resizeWidth&quot;:401,&quot;bytes&quot;:331196,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://newsletter.gtmengineering.ai/i/221534557?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!j4JY!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png 424w, https://substackcdn.com/image/fetch/$s_!j4JY!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png 848w, https://substackcdn.com/image/fetch/$s_!j4JY!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png 1272w, https://substackcdn.com/image/fetch/$s_!j4JY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5570ee4a-6fde-4fd1-950c-314a0de4bdcb_2000x2000.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://luma.com/b48vlsxh?utm_source=clay&quot;,&quot;text&quot;:&quot;Register for event here&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://luma.com/b48vlsxh?utm_source=clay"><span>Register for event here</span></a></p><p>It also takes guts. The <a href="https://teendrama.substack.com/p/some-final-words-on-foursquare">Foursquare post mortem this week hit hard</a>. The app defined a mobile era. Social and real time location sharing collided for the first time. After 17 years, the company was acquired. No one made any money. A real kick in the balls for their employees. I have so much respect for Dennis Crowley for sharing this. Despite the outcome, the company inspired many in tech.</p><div class="twitter-embed" data-attrs="{&quot;url&quot;:&quot;https://x.com/dens/status/2112571984328437871&quot;,&quot;full_text&quot;:&quot;Foursquare was acquired last month. The outcome was disappointing. It's taken me a while to write this, but I think I'm finally done grieving it. Here are some thoughts on our final years, an effort to honor the team who helped build &amp;amp; maintain FSQ's legacy, and my attempt to &#8230;&quot;,&quot;username&quot;:&quot;dens&quot;,&quot;name&quot;:&quot;Dennis Crowley &#127482;&#127480; (mostly on Threads, @dens)&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/753672917788008449/-rYPYsdK_normal.jpg&quot;,&quot;date&quot;:&quot;2026-10-20T15:49:45.000Z&quot;,&quot;photos&quot;:[{&quot;img_url&quot;:&quot;https://pbs.substack.com/media/HVFc-8DXkAAhs5S.jpg&quot;,&quot;link_url&quot;:&quot;https://t.co/185BUNvdQH&quot;}],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:441,&quot;retweet_count&quot;:261,&quot;like_count&quot;:2944,&quot;impression_count&quot;:682857,&quot;expanded_url&quot;:null,&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}" data-component-name="Twitter2ToDOM"></div><p><strong>This is why I hate it when leadership defines getting equity as a meaningful form of compensation.</strong> It&#8217;s not. It&#8217;s a lottery ticket. An incredible amount of well time events and company successes need to play out to make any money. I&#8217;ve been a part of 8 startups. Joined all of them at Series A. 4 became unicorns (including Clay). There&#8217;s still no life changing money. But don&#8217;t get me wrong, I have much gratitude for the one exit (Acquia at $1B, 15th employee) that resulted in a sizable mortgage down payment. And then there&#8217;s Snyk - the darling of the cybersecurity industry for a couple years. <strong>Snyk rose to $8.7B in valuation. I paid 6 figures in taxes when I left. The share price now? Plummeted. </strong>They raised nearly $1B. That means $1B needs to go back to investors before employees get anything. I&#8217;ll save that for another post and full breakdown of all the companies and financial results so far.</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://newsletter.gtmengineering.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://newsletter.gtmengineering.ai/subscribe?"><span>Subscribe now</span></a></p><p><strong>On a more positive note - newsletter growth is starting to take off. </strong>The average daily signups have been going from 10 &#128073; 15 &#128073; 20 &#128073; 30.</p><p><strong>Oh btw, here&#8217;s a cool way to analyze Substack subscriber growth. </strong></p><ol><li><p>Download subscriber data</p></li><li><p>Upload to your LLM</p></li><li><p>Ask it for analysis </p></li></ol><p><strong>This is one of the charts I got from Grok Bot:</strong></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!pvAW!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!pvAW!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png 424w, https://substackcdn.com/image/fetch/$s_!pvAW!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png 848w, https://substackcdn.com/image/fetch/$s_!pvAW!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png 1272w, https://substackcdn.com/image/fetch/$s_!pvAW!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!pvAW!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:418040,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://newsletter.gtmengineering.ai/i/221534557?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!pvAW!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png 424w, https://substackcdn.com/image/fetch/$s_!pvAW!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png 848w, https://substackcdn.com/image/fetch/$s_!pvAW!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png 1272w, https://substackcdn.com/image/fetch/$s_!pvAW!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F654cfb6a-2a68-47f4-8f0f-7d3612e2cf22_3200x1800.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>And speaking of Grok Bot - I&#8217;m hosting a webinar with the SpaceXSI team on <a href="https://luma.com/b48vlsxh?utm_source=clay">how to use Grok Bot and Clay</a>.</p><p>One last thought, companies are positioning themselves in more wild ways. Cold Caked launched and described themselves as <strong>the Palantir of booking meetings</strong>:</p><div class="twitter-embed" data-attrs="{&quot;url&quot;:&quot;https://x.com/daymakerguy/status/2112953280829546997&quot;,&quot;full_text&quot;:&quot;F your AI b2b SaaS. \nWe just launched Palantir for booking meetings.\n\nThe last 14 days, companies like <span class=\&quot;tweet-fake-link\&quot;>@MonacoGTM</span> , <span class=\&quot;tweet-fake-link\&quot;>@NowadaysAI</span>, <span class=\&quot;tweet-fake-link\&quot;>@Rippling</span> , <span class=\&quot;tweet-fake-link\&quot;>@salesforce</span> , <span class=\&quot;tweet-fake-link\&quot;>@marketercom</span>, <span class=\&quot;tweet-fake-link\&quot;>@posthog</span> , and <span class=\&quot;tweet-fake-link\&quot;>@retellai</span>  spent $100k+ with us on literal cakes.\n\nFrom today, Daymaker finds your prospects, &#8230;&quot;,&quot;username&quot;:&quot;daymakerguy&quot;,&quot;name&quot;:&quot;William Lindholm&#127874;&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/2112945919343607809/d2MMAak4_normal.jpg&quot;,&quot;date&quot;:&quot;2026-10-21T17:04:53.000Z&quot;,&quot;photos&quot;:[{&quot;img_url&quot;:&quot;https://substackcdn.com/image/fetch/$s_!Lezw!,w_1028,c_limit,f_auto,q_auto:best,fl_progressive:steep/l_play_button_usfui2,w_88,e_colorize:0/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F__ss-rehost__tw-video-preview-13_2112951640986673152.jpg&quot;,&quot;link_url&quot;:&quot;https://t.co/tQ1rRQrXnM&quot;}],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:309,&quot;retweet_count&quot;:61,&quot;like_count&quot;:732,&quot;impression_count&quot;:251254,&quot;expanded_url&quot;:null,&quot;video_url&quot;:&quot;https://video.twimg.com/amplify_video/2112951640986673152/vid/avc1/1280x720/t8JAUaeAuxFyy2nu.mp4&quot;,&quot;video_preview_media_key&quot;:&quot;13_2112951640986673152&quot;,&quot;belowTheFold&quot;:true}" data-component-name="Twitter2ToDOM"></div><p><strong>Love it. And here&#8217;s Clay&#8217;s rebranding:</strong></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!7I68!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!7I68!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg 424w, https://substackcdn.com/image/fetch/$s_!7I68!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg 848w, https://substackcdn.com/image/fetch/$s_!7I68!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!7I68!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!7I68!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg" width="1280" height="801" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/b56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:801,&quot;width&quot;:1280,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;View image&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="View image" title="View image" srcset="https://substackcdn.com/image/fetch/$s_!7I68!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg 424w, https://substackcdn.com/image/fetch/$s_!7I68!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg 848w, https://substackcdn.com/image/fetch/$s_!7I68!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!7I68!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb56bb73e-56c2-47b2-9b4d-1ce04a15236d_1280x801.jpeg 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h3>And now for the 5 BIG GTM ideas from the week:</h3><ol><li><p><strong>The brewing agent war in commerce</strong> (while others welcome them in)</p></li><li><p><strong>Voice agents that call customers </strong>(it works)</p></li><li><p><strong>You need a frontier team</strong> (why + the Harvey marketing frontier org)</p></li><li><p><strong>Deterministic vs. reasoning GTM workflows</strong></p></li><li><p><strong>The State of GTM B2B </strong>(but here&#8217;s my take)</p></li></ol><div><hr></div><h2>1. The war on agents has commenced</h2><p>Agents can buy things for you now. That&#8217;s led to 2 different company responses:</p><p>&#10060; <strong>BLOCK:</strong></p><ul><li><p>Amazon: sued Perplexity over Comet, then blocked Meta&#8217;s Muse, Grok Bot, and OpenAI&#8217;s agents</p></li><li><p>eBay: robots.txt blocks agent bots, and its user agreement bans &#8220;buy-for-me agents&#8221;</p></li><li><p>Delta: stops agents from booking tickets</p></li><li><p>Yelp: only lets in agents that pay for its data</p></li><li><p>JPMorgan Chase and Schwab: keep agents out of customer accounts, citing security</p></li></ul><p>&#9989; <strong>WELCOME:</strong></p><ul><li><p>Walmart: put its Sparky agent inside ChatGPT and co-built Google&#8217;s agent checkout standard</p></li><li><p>Shopify: merchants&#8217; products show up in ChatGPT, Gemini, Copilot, and Meta by default</p></li><li><p>Target, Wayfair, Etsy: co-developed Google&#8217;s Universal Commerce Protocol</p></li><li><p>Newegg: joined Google&#8217;s agent checkout on Oct 12</p></li><li><p>Instacart: full checkout inside ChatGPT across 1,800+ retailers</p></li></ul><p>Why would Amazon care? They generate $76B in advertising revenue every year. They need humans on the site for the ads to work. Agents represent a threat.</p><p>That raises a question&#8230; <strong>will advertising to agents become a thing?</strong></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ehOc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ehOc!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png 424w, https://substackcdn.com/image/fetch/$s_!ehOc!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png 848w, https://substackcdn.com/image/fetch/$s_!ehOc!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png 1272w, https://substackcdn.com/image/fetch/$s_!ehOc!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!ehOc!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png" width="1080" height="1350" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1350,&quot;width&quot;:1080,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:263023,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://newsletter.gtmengineering.ai/i/221534557?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!ehOc!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png 424w, https://substackcdn.com/image/fetch/$s_!ehOc!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png 848w, https://substackcdn.com/image/fetch/$s_!ehOc!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png 1272w, https://substackcdn.com/image/fetch/$s_!ehOc!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a5ef006-990a-4a4a-9d4f-eb9186558bdc_1080x1350.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div><hr></div><h2>2. Voice agents are calling customers to book mtgs</h2><p>monday.com&#8217;s voice agent books 1,500 meetings a month. It calls leads, makes them laugh, qualifies them, and then finds time on the calendar. </p><p>Sounds simple. It&#8217;s not. The backend requires real time coordination with 4 subagents.</p><p>Surprisingly, customers will talk to agents. They got good feedback on it, too. I&#8217;m convinced this is the future of lead follow up. Read the full post on <a href="https://newsletter.gtmengineering.ai/p/inside-mondays-agent-team-5-agents">how Oran Akron, VP of AI GTM, rebuilt their $1B GTM engine with AI agents</a>.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Nfol!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Nfol!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png 424w, https://substackcdn.com/image/fetch/$s_!Nfol!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png 848w, https://substackcdn.com/image/fetch/$s_!Nfol!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png 1272w, https://substackcdn.com/image/fetch/$s_!Nfol!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!Nfol!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png" width="1456" height="1456" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1456,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Nfol!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png 424w, https://substackcdn.com/image/fetch/$s_!Nfol!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png 848w, https://substackcdn.com/image/fetch/$s_!Nfol!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png 1272w, https://substackcdn.com/image/fetch/$s_!Nfol!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F23141ef7-5023-46cc-8cbf-69bdc5006961_2160x2160.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div><hr></div><h2>3. You need a frontier team</h2><p>Every media/software company needs a frontier team. <strong>A dedicated squad tasked to absorb &amp; understand the rapid developments of AI.</strong> The goal is focus them on experimentation so the primary workforce can focus on shipping. </p><p><a href="https://podcasts.apple.com/us/podcast/how-a-frontier-team-can-help-your-company-keep-up-with-ai/id1719789201?i=1000797496344">Awesome episode on The Every Podcast</a>. They built a team that balances 2 opposing personalities:</p><ul><li><p><strong>The Pirates (The Experimenters):</strong> These are your chaotic, fast-moving team members. They love testing new beta models, stringing together unstable APIs, and breaking workflows to find unexpected efficiencies.</p></li><li><p><strong>The Architects (The Systems Builders):</strong> These are structured engineers or product minds. Their job is to take the messy, successful experiments from the &#8220;pirates&#8221; and turn them into stable, production-ready internal tools with clean code and sustainable infrastructure.</p></li></ul><p>The structure of their team looks like this:</p><p></p><p>What does this look like in a software company? </p><p><strong>Harvey shared how their frontier marketing org built agents that:</strong></p><ul><li><p>Launch videos created entirely by agents</p></li><li><p>Tailored demo videos for every customer using sales calls and account insights</p></li><li><p>Script and voice hundreds of films overnight</p><div class="twitter-embed" data-attrs="{&quot;url&quot;:&quot;https://x.com/gabepereyra/status/2112953682392477783&quot;,&quot;full_text&quot;:&quot;How <span class=\&quot;tweet-fake-link\&quot;>@ShawnFarsai</span> uses <span class=\&quot;tweet-fake-link\&quot;>@figma</span> <span class=\&quot;tweet-fake-link\&quot;>@ElevenLabs</span> and <span class=\&quot;tweet-fake-link\&quot;>@claudeai</span> to create hyper personalized marketing videos with agents https://t.co/5AC38xuZOV&quot;,&quot;username&quot;:&quot;gabepereyra&quot;,&quot;name&quot;:&quot;Gabe Pereyra&quot;,&quot;profile_image_url&quot;:&quot;https://pbs.substack.com/profile_images/1683643017364918274/zVh_T4Li_normal.jpg&quot;,&quot;date&quot;:&quot;2026-10-21T17:06:29.000Z&quot;,&quot;photos&quot;:[],&quot;quoted_tweet&quot;:{},&quot;reply_count&quot;:31,&quot;retweet_count&quot;:50,&quot;like_count&quot;:524,&quot;impression_count&quot;:118742,&quot;expanded_url&quot;:null,&quot;video_url&quot;:null,&quot;video_preview_media_key&quot;:null,&quot;belowTheFold&quot;:true}" data-component-name="Twitter2ToDOM"></div></li></ul><p><strong>This is built using:</strong></p><ul><li><p><strong>Product Map:</strong> agents crawled Harvey&#8217;s whole app, clicked every button, and rebuilt the key screens as Figma components. That library is the single source of truth for what the product looks like.</p></li><li><p><strong>Motion Primitives:</strong> a Figma library of reusable animated pieces, like camera pushes, screen handoffs, a steady click rhythm, and redlines arriving in a document. A fix to one piece updates every film that uses it.</p></li><li><p><strong>Agentic Brand Guidelines:</strong> a Figma library that works like a top-level AGENTS.md (a set of instructions agents read first). Each project folder adds its own instructions on top. They moved off markdown because words describe layout and the relationships between elements badly.</p></li></ul><div><hr></div><h2>4. Deterministic vs. reasoning GTM workflows</h2><p>Workflows (like what you build in Clay) are largely deterministic. There&#8217;s specific steps that are taken to produce an outcome. We&#8217;re much more comfortable with these because as humans we love control. Easier to get buy-in for and less risky (to start).</p><p>Clay also has agents, which are non-deterministic. They use reasoning, tool calls, skills, and context to produce an outcome. This incorporates more data and ultimately get to better lead qualification (as one example).</p><p>The majority of use cases are deterministic today. My sense is that this will switch to agentic / reasoning as the predominant way to get to outcomes. </p><div><hr></div><h2>5. State of B2B GTM: investment areas for 20267</h2><p>My friends Kyle Poyar and Maja Voje shared the State of B2B GTM. This is <a href="https://knowledge.gtmstrategist.com/p/2026-state-of-b2b-gtm-report">GTM Strategist recap of the report</a>.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Vt1h!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Vt1h!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg 424w, https://substackcdn.com/image/fetch/$s_!Vt1h!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg 848w, https://substackcdn.com/image/fetch/$s_!Vt1h!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!Vt1h!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!Vt1h!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Bar chart from the 2026 State of B2B GTM Report (N=300) showing where companies plan to increase GTM investment most in 2027. AI search (AEO) leads with 50%, followed by signal-based outbound (48%), intimate events (42%), LinkedIn posting (34%), and ecosystem partnerships (28%). At the bottom are SEO (15%), large conferences (12%), PR (12%), and cold calling (11%).&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Bar chart from the 2026 State of B2B GTM Report (N=300) showing where companies plan to increase GTM investment most in 2027. AI search (AEO) leads with 50%, followed by signal-based outbound (48%), intimate events (42%), LinkedIn posting (34%), and ecosystem partnerships (28%). At the bottom are SEO (15%), large conferences (12%), PR (12%), and cold calling (11%)." title="Bar chart from the 2026 State of B2B GTM Report (N=300) showing where companies plan to increase GTM investment most in 2027. AI search (AEO) leads with 50%, followed by signal-based outbound (48%), intimate events (42%), LinkedIn posting (34%), and ecosystem partnerships (28%). At the bottom are SEO (15%), large conferences (12%), PR (12%), and cold calling (11%)." srcset="https://substackcdn.com/image/fetch/$s_!Vt1h!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg 424w, https://substackcdn.com/image/fetch/$s_!Vt1h!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg 848w, https://substackcdn.com/image/fetch/$s_!Vt1h!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!Vt1h!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F452bb806-4663-4bf1-92cb-086ac56bb1da_1456x819.jpeg 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>These are obvious investment areas from mainstream B2B.</p><p><strong>This would be my top 5 areas of investment</strong> (based on what I&#8217;ve learned and what we&#8217;re doing at Clay:</p><ol><li><p><strong>Build internal media</strong> - output high end viral videos</p></li><li><p><strong>Assemble an internal creator team</strong> - people trust people over brands</p></li><li><p><strong>Operationalize an exec posting program</strong> - experts help them go viral </p></li><li><p><strong>Experiment with different channels</strong> - youtube, instagram, x</p></li><li><p><strong>Build a frontier team within GTM</strong> - experiment &amp; then scale the cutting edge</p></li></ol><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://newsletter.gtmengineering.ai/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://newsletter.gtmengineering.ai/subscribe?"><span>Subscribe now</span></a></p><div><hr></div><h2>Marketing Engineering University</h2><p>Most marketing teams have added AI this year and are still rewriting what it produces, because nobody has given it any context about the company. </p><p><strong>Matteo Tittarelli's program, Marketing Engineering University,</strong> starts there. Over four live weeks from 30 Nov, you build a company brain covering your competitors, ICP, positioning, messaging and brand voice, and then you turn your repeat work into skills and agents that use it. </p><p>He has run this with more than a dozen teams this year. Good Systems, the company behind Goodnotes, says its team "10x'd its impact", and Seapoint tripled its monthly signups at launch. </p><p><span class="mention-wrap" data-attrs="{&quot;name&quot;:&quot;Matteo Tittarelli&quot;,&quot;id&quot;:4647602,&quot;type&quot;:&quot;user&quot;,&quot;url&quot;:null,&quot;photo_url&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/b7154de3-abc2-467a-8813-21ef7b23f1f2_800x800.png&quot;,&quot;uuid&quot;:&quot;8fcc3a5f-1753-4ed6-88e0-35913aa4f39c&quot;}" data-component-name="MentionToDOM"></span> gave me a secret promo code to give you a discount. </p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://maven.com/matteo-tittarelli/marketing-engineering-university-genesys-growth&quot;,&quot;text&quot;:&quot;Signup with promo code: LINDAHL15&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://maven.com/matteo-tittarelli/marketing-engineering-university-genesys-growth"><span>Signup with promo code: LINDAHL15</span></a></p><p style="text-align: center;"><em>Disclosure: I earn a referral fee if you enroll with my code.</em></p><p></p>]]></content:encoded></item></channel></rss>