Most marketing teams sit on step one, shopping for step seven technology. They need step four discipline.
A useful map this week: most teams sit on tool adoption and shop for an agentic org. Salesforce's headless-marketing playbook is the CMO version of the same gap. (Salesforce, Erik R. Miller)
You already bought the tools. ChatGPT, Gemini, Claude, Surfer, Semrush, Meta Advantage+, Google AI Max. Someone on the team runs each one. They close the laptop, the work dies. That is step one.
Step seven is the slide: orchestrated workflows, agents on volume, humans on exceptions. Vendors will sell you that stack this quarter.
You do not have a model problem. You have a headless problem.
Step One: The Tab That Dies On Vacation
AI tools exist across the marketing org. Humans still run each one.
The weekly Search Console pass lives in one SEO lead's ChatGPT history. The paid creative refresh lives in a media buyer's Claude project. The CRO screenshot review lives in a Figma comment thread.
Somebody goes on PTO. The workflow goes with them. That is not an agentic team. That is a pile of tabs.
Step Two: One Context Layer The Tools Can Read
Brand voice, approved claims, ICP, product catalog, and conversion definitions have to live in one place the tools can query.
Without that, paid invents a claim brand never signed. Search rewrites a page sales already retired. Lifecycle email promises a SKU that is out of stock.
Separate the domains. Paid reads offers and exclusions. Search reads the live IA and the crawl. CRO reads form fields and the current experiment. If an agent can see everything, it will hallucinate across the seams.
Step Three: Write The Gate Before You Pick The Model
Build the evaluation before you pick the LLM.
A landing page draft fails if it cannot cite an approved claim, if LCP regresses, or if the form loses a required field. A paid variant fails if the UTM breaks, if the headline is an unapproved claim, or if it points at a 404. A search brief fails if it targets a keyword you already rank for with a better URL.
The model comes last. The harness is the asset. If swapping Claude for Gemini breaks the job, you built a dependency, not a system.
Step Four: Host It So It Runs Without A Laptop
This is the step most teams skip.
The weekly Search Console anomaly, the paid loser list, the form-break check, the sitemap 404 sweep: these have to fire on a schedule, on a condition, without a human logging in at 9am.
Salesforce is shipping the same idea as "headless marketing": describe the job, get the result, stop being the hands that click the platform.
Companies stall here because nobody forces the move from "script on my desktop" to "service that runs on its own." Pick one job that dies when someone goes on vacation. Host that one. That is the whole on-ramp.
Step Five: Who Can Publish, Who Can Spend
Give every agent a time to live. Dead agents are tech debt with live API keys.
Who can publish a page. Who can push a paid variant live. Who can send a lifecycle email. Write that down on day one.
Retire anything that has not run in 90 days. Kill anything whose eval drops: wrong claims, broken UTMs, hallucinated product names, a form field that vanished.
Past a pile of tools, you need a kill list more than you need another seat.
Step Six: Hand Off, Then Judge The Handoff
Once one job is headless, stitch two.
Search Console anomaly writes a page brief. The brief writes a draft. The draft hits a QA gate. Only then does a CMS draft appear. Paid loser writes a creative brief. Brand check runs. Then an ad-account draft, not a live ad.
Put a judge between them. An LLM can score the handoff against the gate you already wrote. Humans take the exception, not the volume.
Step Seven: Agents On Volume, You On Exceptions
Orchestrated marketing is boring on purpose.
Agents handle the volume: briefs, drafts, anomaly flags, creative variants, crawl diffs. Humans handle the exceptions: a new offer, legal, brand risk, a budget move, a page that should not exist.
You read output. You do not babysit tools. The org runs on the work that shipped, not on the number of AI seats you bought.
Do This Week
You are on step one. That is fine. Over a pile of tools, step four is closer than the slide deck.
Pick the one marketing job that dies when your best person is out. Write the fail conditions. Host it so it runs Tuesday morning without anyone opening a laptop.
Do not buy step seven until that job has run three weeks without you.
