Marketing is cooking. Default the LLM to no.

The most important thing in marketing was never the advertising. It was the brief. Twenty-five years in this industry and almost every failure I have seen traces back to a brief that was signed off before it was ready. The discipline died. The LLM, properly orchestrated, is the first tool we’ve had that can give it back.

Before the brief, the research. Before that, the discipline of correctly identifying the problem the advertising was supposed to solve. Not the what of the thing. The why of the thing.

The work that follows a half-baked brief never has a chance. I learned that at Ogilvy. Twenty-five years on, it has not changed.

LLMs do not fix this. LLMs, badly used, make it dramatically worse. LLMs, well orchestrated, are the first tool the industry has ever had that can actually enforce the discipline.

What good looks like

Marketing is cooking. You need the right ingredients. You need to know who you are cooking for. You need to know what machines you have in the kitchen. You need a recipe. The recipe runs in a particular order, conditional on the prerequisites that arrive at each step.

Get those right and you get a good output.

Allow drift, no governance, no feedback loop, and you will get a bad thing. Every time.

The six or seven steps look like this. Insight. Audience. USP. Brand voice. Channel mix scaled to the work. Direct response built on top of the brand work — never instead of it. A measurement loop closed back into step one.

None of this is new. I learned it at Ogilvy. The discipline existed once.

What is new is that nothing in the industry today enforces it. Agencies skip the brand work because the client wants leads next week. Clients skip the insight because they want to test something cheap. Direct-response shops skip the loop because their reporting tools don’t talk to the CRM. Everyone is busy. Nobody is rigorous.

The output is bullshit. Polite, well-formatted, on-brand bullshit.

Where the LLM comes in

A creative director would not have signed off the brief.

A creative director would have said you’ve shown me the deliverable but you haven’t shown me the insight, come back when you have one. A creative director would have said this is direct-response copy without a brand position underneath it, what are we actually selling. A creative director would have refused to go to step four until step three was real.

A creative director, in other words, defaults to no.

An LLM, asked nicely, will write you anything. That is the problem. It will write you a launch campaign for a product without a positioning. It will write you a landing page without a brief. It will write you a brand voice statement based on three adjectives and a vibe.

It will do this because you let it.

The fix is structural. You orchestrate the LLM the same way a creative director runs a department.

You force the LLM not to advance to the next step until the previous step is signed off. The default response is no, we cannot do that yet, this is missing. The orchestrator scores the work against a checklist. The checklist is the brief discipline I learned at the start of my career, written down once, automated forever.

When you do that, most of the bullshit goes away.

Marcus and the doughnut

Marcus is alone in the bakery, working a chocolate doughnut he cannot get right. The sign on the wall says every second counts. There is no inspiration in this scene. Only the loop. Brief, attempt, review, repeat. He keeps starting again.

The doughnut is the brief. The wall is the orchestrator. The orchestrator does not advance the recipe until Marcus does.

That is what marketing has forgotten, and what the LLM — properly chained — can give us back. Not faster cooking. Disciplined cooking. The recipe refusing to skip a step.

Why this matters now

The thing is never the thing. You need to get to twenty things faster than your competitors. You need to try, measure, adapt, ship. That is where the loop comes in. That is where the LLM finally earns its keep.

But the loop has to close.

If you run twenty campaigns with no measurement, you have produced twenty pieces of waste. If you run one campaign with a closed loop and the discipline to act on what it tells you, you have an asset.

This is what Articulate installs. Six workflows that close the gap between your ad click and your closed deal. The workflows look like AI. They are actually just twenty-five years of brief-and-sign-off discipline, encoded as orchestration, running on your existing stack.

That is the difference between a marketing agency using AI to write copy faster, and a marketing engineer using AI to enforce the only discipline that ever mattered.

The first one gives you more bullshit at lower cost.

The second one gives you a system the bullshit cannot get past.

The rule

The default response is no.

Once that rule is enforced — in the orchestrator, in the checklist, in the chain of steps — everything else starts to work.

Until it is, you are cooking without a recipe, in someone else’s kitchen, for a guest you have not met.