{"id":11229,"date":"2026-07-28T08:28:03","date_gmt":"2026-07-28T14:28:03","guid":{"rendered":"https:\/\/attentionmedia.io\/?p=11229"},"modified":"2026-07-28T08:28:03","modified_gmt":"2026-07-28T14:28:03","slug":"the-cmos-guide-to-building-an-ai-first-marketing-team","status":"publish","type":"post","link":"https:\/\/attentionmedia.io\/?p=11229","title":{"rendered":"The CMO\u2019s guide to building an AI-first marketing team"},"content":{"rendered":"<div><img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"AI-assisted GTM team concept\" \/><\/div>\n<p class=\"wp-block-paragraph\">Marketing teams are usually the first to test new ways of working: new channels, attribution models, content formats, and growth experiments. AI should follow the same pattern. Paid channels are getting more expensive, budgets are tighter, and teams are under pressure to produce more without adding headcount.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">AI fluency isn\u2019t the only answer to that challenge, but it\u2019s one of the most obvious and practical levers available to marketing leaders right now. AI transformation requires building that capability across the team. After doing this inside my own department, I can say the hardest part isn\u2019t choosing the model or buying the seats. It\u2019s changing how a team thinks, briefs, reviews, and ships work.<\/p>\n<p class=\"wp-block-paragraph\">Marketing teams are moving faster than most functions, with marketers spending <a href=\"https:\/\/blog.tmetric.com\/chatgpt-vs-google-usage-by-tmetric\/\" target=\"_blank\" rel=\"noopener\">nearly twice as much time<\/a> with AI tools, according to a TMetric study. <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai\" target=\"_blank\" rel=\"noopener\">McKinsey\u2019s State of AI research<\/a> highlights this very gap: adoption is growing, but many companies are still experimenting without changing how work is actually done.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">For CMOs, that\u2019s the real challenge now \u2014 not getting people to try AI once, but turning early usage into better workflows, faster execution, and measurable results.<\/p>\n<p><a href=\"https:\/\/www.semrush.com\/enterprise\/seo\/?utm_campaign=ic_mt_0101enterprise&amp;utm_source=martech.org&amp;utm_medium=referral\" target=\"_blank\"><\/a><\/p>\n<div>\n<div>\n<div class=\"headline-responsive\">\n        10X your SEO with <span>Semrush for Enterprise<\/span>.\n      <\/div>\n<p>\n        The world\u2019s most powerful SEO platform, purpose-built for Enterprise.\n      <\/p>\n<\/div>\n<div>\n      <span>Request demo<\/span>\n    <\/div>\n<\/div>\n<p>    <\/p>\n<h2 class=\"wp-block-heading\">CMO\u2019s No. 1 job is to get the team engaged<\/h2>\n<p class=\"wp-block-paragraph\">Before any training plan, KPI table, or consultant booking, people need a reason to care. If the team is curious, the training will stick, and experiments will happen naturally. I\u2019d start with visible examples and low-pressure experimentation.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">During regular team syncs, ask people what actually worked for them: a workflow that saved time, a research shortcut that improved quality, an agent that almost worked, or a campaign task where AI helped them move faster. Don\u2019t make it only about prompts. Make it about useful cases, lessons learned, and small experiments that others can copy. Celebrate these openly and make it safe to try imperfect things.<\/p>\n<p class=\"wp-block-paragraph\">Remove the small blockers that quietly kill AI adoption. Buy strong corporate licenses with enough tokens and usage capacity, so people aren\u2019t counting tokens every time they want to test an idea. <\/p>\n<p class=\"wp-block-paragraph\">After three months, once you have a few champions and real project wins, turn the best examples into baseline workflows and core automations. Then it won\u2019t feel like you\u2019re forcing a new process on the team. It\u2019ll feel like you\u2019re formalizing what already works.<\/p>\n<h2 class=\"wp-block-heading\">Pair AI training with practice<\/h2>\n<p class=\"wp-block-paragraph\">The rule on my team: every training is paired with a real project that starts the same week. Sending people through courses and expecting behavior to change on its own doesn\u2019t work. If they don\u2019t apply what they learned within a week, most of it disappears.<\/p>\n<p class=\"wp-block-paragraph\">The minimum learning path includes these three courses from Anthropic:<\/p>\n<ul class=\"wp-block-list\">\n<li>Claude 101.<\/li>\n<li>Introduction to Agent Skills.<\/li>\n<li>AI Fluency: Framework &amp; Foundations.<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">They create a shared baseline: how to brief AI, structure a task, work with agents, and understand where human review is still essential.<\/p>\n<p class=\"wp-block-paragraph\">From there, each role should go deeper in the areas that matter most for their work. The key is to put each new concept into practice immediately in a real workflow. Knowledge without a deliverable is a no-go.<\/p>\n<h2 class=\"wp-block-heading\">Process first, then AI<\/h2>\n<p class=\"wp-block-paragraph\">Here\u2019s a key lesson: if a process isn\u2019t clear, AI won\u2019t fix it. It\u2019ll only amplify existing issues. Review and clean up messy processes before automation, ensuring they\u2019re well-defined and occur frequently enough to justify optimization.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">We use TMetric time-tracking data to see where the team\u2019s hours actually go. This helps us prioritize based on evidence rather than assumptions and focus AI efforts on the processes where automation can have the most visible impact.<\/p>\n<p class=\"wp-block-paragraph\">A short list of processes to optimize should be included in a quarterly plan, with a clear before-state, a target after-state, and an owner. This shifts the team\u2019s focus from \u201cwhere can we use AI?\u201d to \u201cwhich bottlenecks does AI solve?\u201d That should be the CMO\u2019s goal.<\/p>\n<h2 class=\"wp-block-heading\">Push from the top and the bottom at the same time<\/h2>\n<p class=\"wp-block-paragraph\">Adoption only sticks when it comes from two directions.\u00a0<\/p>\n<ul class=\"wp-block-list\">\n<li><strong>From the top:<\/strong> Leaders have to be visible practitioners. I share my own prompts, agents, and drafts in team channels.\u00a0<\/li>\n<li><strong>From the bottom: <\/strong>Identify AI champions inside the team, the ones who get genuinely interested, experiment in their own time, and want to share. Praise them publicly and provide them with airtime in team meetings. They\u2019ll set the bar for what good AI work looks like in your specific context.<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">By the end of this year, I want my champions to turn the best examples into a marketing AI playbook for the company: prompts, workflows, QA rules, agent logic, data rules, and mistakes to avoid. That document is more valuable than any external course because it reflects how the work actually gets done in our company.<\/p>\n<h2 class=\"wp-block-heading\">Hire a consultant with experience<\/h2>\n<p class=\"wp-block-paragraph\">Hire someone who understands the marketing stack, marketing processes, and the realities of how marketing teams actually operate. They should have a track record in this specific context:<\/p>\n<ul class=\"wp-block-list\">\n<li>Improving marketing workflows.<\/li>\n<li>Connecting tools.<\/li>\n<li>Building practical automation.<\/li>\n<li>Helping teams move from experimentation to repeatable execution.\u00a0<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">You don\u2019t need someone who has built agents in general. You need someone who has solved problems similar to yours.<\/p>\n<h2 class=\"wp-block-heading\">Measure AI like an operating system<\/h2>\n<p class=\"wp-block-paragraph\">AI KPIs only work if they tie back to business and workflow impact. Vanity metrics alone, such as the number of prompts run or hours of training completed, might give a false sense of success. Below is the scorecard I use:<\/p>\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td><strong>Area<\/strong><\/td>\n<td><strong>KPI<\/strong><\/td>\n<\/tr>\n<tr>\n<td>Training<\/td>\n<td>100% of pilot team completes required AI courses<\/td>\n<\/tr>\n<tr>\n<td>Practice<\/td>\n<td>Every team member ships at least one real AI-assisted project post-training<\/td>\n<\/tr>\n<tr>\n<td>Workflow audit<\/td>\n<td>Top recurring processes mapped, cleaned up, and prioritized per direction<\/td>\n<\/tr>\n<tr>\n<td>Consultant sessions<\/td>\n<td>Two practical build sessions completed<\/td>\n<\/tr>\n<tr>\n<td>Agent implementation<\/td>\n<td>Minimum three working agents in production<\/td>\n<\/tr>\n<tr>\n<td>Efficiency<\/td>\n<td>60% reduction in time spent on top three routine tasks<\/td>\n<\/tr>\n<tr>\n<td>Adoption<\/td>\n<td>70%+ active weekly usage in pilot team<\/td>\n<\/tr>\n<tr>\n<td>Reporting<\/td>\n<td>Campaign reporting turnaround reduced by 50%<\/td>\n<\/tr>\n<tr>\n<td>Output<\/td>\n<td>Marketing content volume grows 5x without headcount growth<\/td>\n<\/tr>\n<tr>\n<td>Quality<\/td>\n<td>80% of AI-assisted outputs accepted with minor edits<\/td>\n<\/tr>\n<tr>\n<td>Playbook<\/td>\n<td>Reusable marketing AI playbook created<\/td>\n<\/tr>\n<tr>\n<td>Business impact<\/td>\n<td>AI impact included in year-end ROI review<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p class=\"wp-block-paragraph\">These KPIs force the right behavior. The team should be rewarded for reducing manual work, increasing useful output, and proving the result with data.<\/p>\n<h2 class=\"wp-block-heading\">The CMO\u2019s task<\/h2>\n<p class=\"wp-block-paragraph\">AI transformation fails when it\u2019s the 11th priority on a list of 10. It works when the CMO protects time, funds, training, and treats the first three working agents as a deliverable rather than a side project.<\/p>\n<p class=\"wp-block-paragraph\">Encourage curiosity, build confidence through practice, clean up processes, create champions, and set clear KPIs. That\u2019s how you build a marketing team that doesn\u2019t just use AI \u2014 it operates on it.<\/p>\n<p>The post <a href=\"https:\/\/martech.org\/the-cmos-guide-to-building-an-ai-first-marketing-team\/\">The CMO\u2019s guide to building an AI-first marketing team<\/a> appeared first on <a href=\"https:\/\/martech.org\/\">MarTech<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Marketing teams are usually the first to test new ways of working: new channels, attribution models, content formats, and growth experiments. AI should follow the same pattern. Paid channels are getting more expensive, budgets are tighter, and teams are under pressure to produce more without adding headcount.\u00a0 AI fluency isn\u2019t the only answer to that &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/attentionmedia.io\/?p=11229\" class=\"more-link\">Read more<span class=\"screen-reader-text\"> &#8220;The CMO\u2019s guide to building an AI-first marketing team&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11229","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"featured_media_urls":{"thumbnail":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"medium":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"medium_large":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"large":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"1536x1536":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"2048x2048":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"inspiro-featured-image":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"inspiro-loop":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"inspiro-loop@2x":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"portfolio_item-thumbnail":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"portfolio_item-thumbnail@2x":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"portfolio_item-masonry":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"portfolio_item-masonry@2x":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"portfolio_item-thumbnail_cinema":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"portfolio_item-thumbnail_portrait":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"portfolio_item-thumbnail_portrait@2x":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false],"portfolio_item-thumbnail_square":["https:\/\/martech.org\/wp-content\/uploads\/2025\/09\/AI-assisted-GTM-team-concept-800x450.jpg",0,0,false]},"_links":{"self":[{"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/posts\/11229","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=11229"}],"version-history":[{"count":0,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=\/wp\/v2\/posts\/11229\/revisions"}],"wp:attachment":[{"href":"https:\/\/attentionmedia.io\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11229"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11229"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/attentionmedia.io\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11229"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}