Making Money With AI: What's Real, What's a Trap

Short answer: Yes, making money with AI is possible — but we’re talking about two very different categories. The first is real and measurable: speeding up a skill you already have with AI to deliver the same work cheaper or faster, or selling small businesses a concrete automation service. The second is marketing material: no skill required, work 3 hours a day, that kind of promise. Telling them apart comes down to three questions — I break them down below.

Realistic Paths: Skill First, Then AI

The paths that genuinely make money follow the same logic: you already have a skill, and AI speeds it up or scales it — it’s not a magic formula out of nowhere.

• Speeding up an existing skill with AI to deliver the same work cheaper or faster. If you manage Google Ads, you can audit campaign structure and bidding strategy with AI agents and handle more accounts without lowering your hourly rate. The same logic applies to design, copywriting, accounting — the skill is yours, AI just takes on the repetitive part.
• Selling small businesses a service that automates a repetitive task. Weekly report prep, setting up a simple customer service chatbot, automating data entry — all of these are concrete, deliverable, billable work. I’ve laid out the general framework for this kind of automation work in the AI Automation Guide.

What both have in common: the customer pays for an output or a result, not for “the system.”

Questionable and Trap Promises

There’s a dominant format on YouTube right now: selling agents to local businesses with Claude Skills or a no-code tool, and setting yourself up as a solo AI consultant. Some videos throw around claims like “I sold agents to hundreds of businesses, easiest money of my career.” Most of these numbers can’t be verified — and an unverifiable number isn’t a number.

Patterns to watch for:

• The “no skill required” promise. Any offer claiming you’ll work 3 hours a day and make $10,000 is either exaggerating or skipping over the hard part — finding clients, delivering, providing support.
• “Start an AI agency, get rich fast” courses. For most of these courses, the actual business model isn’t consulting — it’s selling the course. Check whether the person selling the course is actually running that agency themselves.
• Claims of guaranteed fixed returns. No service or investment has a guaranteed return; any offer that uses the word “guaranteed” is a red flag.

This exaggeration isn’t limited to individual promises — a similar correction is playing out on the corporate side too. Gartner projects that 40% of agentic AI projects will be cancelled by the end of 2026 (for a deeper look, see What Is Agentic AI). So the exaggeration isn’t confined to “make money” courses — it’s present in million-dollar corporate projects too.

How to Tell Them Apart: A Practical Checklist

When looking at an offer, ask yourself these three questions:

1. Is a concrete, verifiable service being sold, or a “system”? “I’ll prepare this report, I’ll build that chatbot” is a concrete service. “I’ll teach you my system for making money with AI” is a system — and in these models, the seller is usually the one actually making the money.
2. Does the seller actually do this work themselves, or just teach it? Someone who says “I teach people how to start an AI agency” but has no real, nameable, verifiable client of their own agency is probably making most of their income from selling training.
3. Are the number claims verifiable? A screenshot isn’t verification. A real reference means a client you can name and a measurable result (traffic, conversions, time saved).

If the answer to all three is “no,” what you’re looking at is probably not a service — it’s a marketing product.

An Observation From the Field: Why AI Is Different After 20 Years of Experience

Let me share an honest, anonymized observation of my own. I have close to 20 years of experience in Google Ads; AI hasn’t replaced that experience, it’s changed how fast I can act on it. I can manage 43 accounts on my own with AI agents because I already know which campaign structures work and which bidding strategies fail in which industries — AI applies that knowledge faster, it doesn’t generate the knowledge itself.

I don’t want to make this sound easy. Client-specific decisions, account-level quirks, questions like “why doesn’t this rule work in this industry” still require experience — AI doesn’t solve them, it speeds up the solving. Someone starting from zero, with no ad experience, getting the same result with just an AI tool isn’t realistic; even if it happens, it’s closer to luck than skill.

You Can Bring This Work to Me

I’m not selling you this — I don’t run an “start an AI agency, get rich” course. But if you want to build a real AI automation (a report, a chatbot, a data flow), you can bring this work to me: generally a 2 hour to 2 week, fully remote, hourly-billed engagement. See the AI Consulting page for details, or write to me directly.

Frequently Asked Questions

Can you really make money with AI?

Yes, but there are two distinct categories. Speeding up an existing skill with AI to deliver it cheaper or faster, or selling small businesses a concrete automation service, is real and measurable. “No skill required, get rich fast” promises are generally exaggeration or a course-selling model.

Does starting an AI agency actually pay off?

Honest answer: sometimes, yes — but not with the speed and ease shown on YouTube. A genuinely working AI agency carries the full ordinary workload of finding clients, delivering, and supporting them — it’s not a “set it up and income flows automatically” model. I’ll cover this topic in more depth on a separate page.

Can I make money with AI with zero technical knowledge?

Technical knowledge isn’t required, but a skill or industry knowledge is. AI doesn’t turn zero knowledge into competence — it speeds up competence you already have. If you have no background at all, building basic knowledge in one field first (writing, design, data, advertising) and then adding AI is a more realistic path.

How much verification should I do before starting something like this?

If an offer includes “guaranteed income” or an unverifiable screenshot, stay away. Look for a client you can name, a measurable result, and evidence the seller actually does this work themselves.