AI Can't Hit a Target You Never Set

Somebody recently gave an AI agent twenty dollars and let it trade on Kalshi, the prediction market, all on its own.

The interesting part wasn’t the money. It was what they did before the money moved. They wrote down, exactly, the one number the agent was supposed to maximize. Then they let it go.

That’s the part I want you to steal. Because that’s the part most small businesses skip.

Everyone wants the magic. Nobody wants to set the target.

Here’s what I keep seeing. A business owner hears that AI agents are going to run everything. They picture an assistant that reads their mind, sorts their week, and fixes the business while they sleep.

But a lot of those same owners aren’t organized inside their own heads yet. No written goals. No clear picture of what a good month looks like. And they expect the AI to show up and sort that out for them.

It can’t. Not because the tools are weak. Because there’s nothing to aim at.

The people who get bad results with AI almost always have the same problem: they never clearly defined the goal. And when you expect a magical result with no defined target, you will be disappointed every single time.

That’s true with or without AI, by the way. If you don’t set goals for yourself and your business, you don’t know what you’re aiming at. AI just makes the cost of that show up faster.

You wouldn’t hand a new assistant your inbox on day one

Think about hiring an executive assistant. Do you give them the keys to your email the first morning? Or do you train them, watch how they work, and hand things over as they earn it?

You train them first. Every time.

An AI agent is the same deal. It’s a new hire that’s very fast and has zero context about your business. The handoff has to start with you explaining what winning looks like.

The lead-gen version

Say you run a clinic or you’re a contractor, and you want an agent to manage your ad spend. What has to be true before a single dollar moves?

A clean funnel. Awareness, consideration, and a clear call to action. People need to find you, trust you, and know exactly what to do next.

Enough proof in the middle. If your consideration stage doesn’t show reviews, results, and real customers, the agent is optimizing a funnel that can’t convert.

Enough content at the top. This is the one most people miss. If you only have two or three pieces of content, you’re not testing anything. You’re just testing a broken funnel and calling it data.

Back in the day we ran A/B split tests. Version one against version two. Now AI can help you produce real volume, so run an A-to-Z test instead. Twenty versions, not two. Then let the numbers tell you what’s working and optimize from there.

An agent with one clear target and a lot to learn from gets better. An agent with no target and two ads just spends your money faster.

The boring reason most people aren’t there yet

Everybody says agentic AI is the next big leap for small business. The honest reason it hasn’t landed for most owners is simpler: a lot of people are still on the bench.

The excuse is time. And sometimes that’s fair. But time spent learning this pays you back. Put four hours a week into it for a month. That’s sixteen to twenty hours. I’d bet it gives you back far more than that every month after.

When I build anything with AI now, I start the same way. I write down what I’m trying to accomplish before I build. Some people call it a PRD, a product requirements doc. I just call it the target. With it, the first result is close and every round after gets better. Without it, I’m guessing, and so is the AI.

What to do this week

Don’t start with a tool. Start with a look in the mirror.

Check whether you have an operating system. Not software. The way your business actually runs. Who does what, in what order, and how you know it worked.
Write down the goal. One number that tells you this month went well. Booked appointments. Signed jobs. Hours saved. Pick one.
Sit with your team on it. If they can’t say the goal back to you, the AI won’t be able to either.
Then find the one spot where AI moves the needle. Now you have a target. Now an agent has something to hit.

No target, no agent. Set the target first.

What’s the one number you’d want an AI working on in your business? Tell me in the comments. I read every one.