The AI slop test (one question)


I've been using the same one-sentence test for about six months now.

It works on anything: a LinkedIn post, a newsletter, a sales page, a course lesson, a caption.

The test is this: if you removed the AI and just had more time, would you have written roughly the same thing?

If yes — it's yours. The AI helped you move faster, but the thinking was already there.

If no — if the content only exists because of AI — that's slop.

And your audience can smell slop. They can't always name it, but they feel it.

Here's what slop actually looks like in practice.

It's not always badly written. That's the trap. Modern AI writes fluently. It can sound warm, informal, even personal. But there's a texture to generated-first content — a particular kind of well-rounded nothing. Every point gets acknowledged. No uncomfortable edges. No specific details that could only come from someone who actually lived through the thing.

It's the difference between "I've been thinking a lot about delegation lately" and "I tried to delegate my email and accidentally sent a client a half-finished voice note at 11pm on a Tuesday."

One of those is an opener. One of those is a story. Only one of them came from a real moment.

When AI generates your thinking rather than accelerating it, you end up with content that's structurally correct but experientially empty. And audiences — especially the smart, sceptical audiences that creator businesses attract — are getting faster at recognising it.

The real leverage of AI isn't what most people are using it for.

Most people prompt AI to produce drafts. They give it a topic, maybe a bullet list, and ask for a newsletter. The AI obliges. The newsletter is fine. It is exactly fine. And fine is not why someone subscribed to you specifically.

They subscribed to you because you see things differently, or you've done things they haven't, or you tell stories in a way that makes them feel less alone with a problem. None of that lives in a prompt. It lives in you.

The real leverage is using AI to execute your thinking faster — not to replace the thinking step.

That gap is everything. And it's why two creators can both be "using AI for content" and have completely different results. One is outsourcing their perspective. One is scaling their perspective. Those are not the same thing.

I'll be honest about how I actually use it.

My process starts with voice. I walk around, I talk through an idea, I capture it — rough, rambling, full of half-sentences and "you know what I mean" — using a voice note app. The thinking happens in the speaking. The speaking is messy, but it's real.

Then I hand that transcript to AI with a specific brief: tighten this, preserve the voice, don't add ideas that aren't already here.

The AI is doing editing work, not authoring work. There's a meaningful difference.

On the operational side, it's similar. AI runs my morning brief, processes documents, categorises data, flags things that need my attention. It's an operational partner. It doesn't generate strategy — it executes it.

When I write something and run it through the slop test, I'm asking: did the AI make me faster, or did it make me redundant to my own content?

If I'm redundant, I delete it and start again.

This matters more for creator businesses than for almost anyone else.

Your content is your brand. Your audience follows you because of a specific point of view they've come to trust. Every piece of slop that gets through — every post that could have been written by anyone, about anything, addressed to nobody in particular — erodes that trust a little.

They might not unsubscribe immediately. They might not even consciously notice. But over time, the signal gets weaker. The connection gets thinner. And when you launch something, fewer people care.

The counter-move isn't to avoid AI. That's not the point.

The point is to use it right. Capture your real thinking first — in voice notes, in rough text, in scrappy bullet points that make sense only to you. Then use AI to sharpen it, structure it, find the cleaner version of what you already meant.

The thinking is irreplaceable. The execution is automatable.

One sentence test. Apply it before you hit send.

Forward this to a creator friend who's been experimenting with AI content — the test is genuinely useful and I'd rather it spread than sit in your inbox.

Andrew Molloy

Automation Wizard/Soloneer - Exploring how we can use the latest technologies such as AI, automation tools like n8n, and 3D printing to make our lives easier and better.

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