AI Killed The Cost Of Making Things. Taste Is The New Moat.

Every marketing team right now is racing to make more, faster, with AI. More content, more variants, more landing pages, more campaigns. Most of them are pouring money into the one thing that just stopped being scarce.

For as long as anyone reading this has worked, the constraint was production. There was always more to make than there were people, hours, or budget to make it. So we built teams, hired agencies, and bought tools to produce more, faster, and cheaper. Output was the bottleneck, and output was where the money went.

That bottleneck is gone. A capable AI now writes the copy, designs the page, drafts the campaign, and ships a working version in the time it used to take to brief someone. Making things has become close to free.

When making things is free, making things stops being valuable. The value moves to the two jobs the machine still can’t do. Knowing what is worth making. Knowing when the thing you made is bad.

The flood is coming, and it changes what wins

This gets harder before it gets easier. When everyone holds the same tools producing the same instant, polished, confident work, the market floods with it. Your inbox already shows the early version. So does every feed. Endless competent output that took no judgment to make and gives the reader no reason to care.

In that flood, production is worthless. What is scarce is discernment. The person who can look at ten finished, polished, confident options and know which one is actually good, and why. That is taste, and taste does not come from the tool. The tool has none. It has output.

For anyone running marketing, that should change what you invest in. The instinct is to chase capacity: more hands, more tools, more speed. You will lose that race, and you should, because the AI is faster and it works for free. The edge that survives is judgment. The person who can decide what to build, kill what should not ship, and tell good from good-enough is now worth more than a room full of people producing another version of the wrong thing quickly.

Plenty of people are selling the opposite story: cut the team, let the software do the work. Kevin Indig has argued that pitching AI as a replacement wins attention and quietly burns trust, a case Greg Jarboe backed with real employment data in Search Engine Journal. The steadier truth is that these tools make good judgment faster and make its absence obvious. They do not supply the judgment. They raise the price of it.

AI can build almost anything you can describe. It cannot tell you what is worth describing, and it cannot tell you when the thing it built is wrong. Those were always the hard parts of the work. Now they are the only parts still scarce, and scarce is where the value goes.

Frequently asked questions

If AI can produce almost anything, what is still worth hiring for? Judgment. Knowing what to make, what to cut, and whether the result is any good. Production is cheap now. Discernment is not, and it is what separates work that lands from work that merely exists.

Does this mean AI will replace marketers? It replaces the production, not the judgment. It makes good marketers faster and makes weak ones obvious. The skill that matters shifts from making things to deciding what is worth making and telling good from good-enough.

Where does AI actually help most in marketing? On well-defined, execution-heavy work: first drafts, layouts, variations, formatting, the repetitive middle. The clearer the task, the better it performs. It struggles the moment the job is deciding what to do rather than doing it.

What is the biggest risk of leaning on AI? Trusting output because it looks finished. AI produces polished, confident work fast, which makes it easy to ship something that reads well and is strategically wrong. Keep a person whose job is to judge the work before it goes out.

Want senior judgment on where AI fits in your marketing?

AI is changing what execution costs. It is not changing the value of knowing what to build, what to cut, and what is actually working. If you want that judgment applied to your marketing, I take on a small number of consulting clients. Book an exploratory strategy call.