How to Spot an AI Grifter (and the Questions to Ask Before You Hire Anyone)

If you have spent any time looking for help with AI, you have probably met one already. The "AI grifter" is the person who turned up to AI six months ago, rebranded as an expert, and now wants to sell you a transformation. They are confident, they are everywhere on LinkedIn, and they are very hard to tell apart from someone who actually knows what they are doing.

Here is the short version: a genuine AI adviser understands your business before they talk about tools, can explain what they do in plain language, and is comfortable telling you when AI is not the answer. A grifter does the opposite. The rest of this guide gives you the specific signs and the questions that separate the two.

What is an AI grifter?

An AI grifter is someone who sells the promise of AI without the experience to deliver it. They trade on the fact that most buyers feel they do not know what they do not know. They use that uncertainty to move fast, quote big outcomes, and avoid the detailed questions that would expose how little they have actually built.

It is worth being fair here. Plenty of capable people are new to AI, because the useful tools are new. Being recent to the field is not the problem. Selling certainty you have not earned is the problem.

The warning signs

Watch for these patterns. One on its own might be nothing. Three or more together is a reason to walk away.

They lead with the tool, not your problem. The first conversation is a demo of their favourite platform, not a set of questions about how your business actually works.
They promise specific outcomes before understanding your business. Anyone who quotes you a percentage saving in the first meeting is guessing.
They cannot explain it simply. If every answer is jargon and acronyms, that is often a sign they are hiding a shallow understanding, not a deep one.
There is no talk of risk. Real AI work involves data security, privacy, accuracy, and the limits of the tools. Silence on all of that is a red flag.
No verifiable track record. They have testimonials but no case studies, named clients, or references you can actually check.
They frame AI as replacing your people. Serious advisers talk about augmenting your team, not gutting it. Replacement talk usually means they have not thought about how work actually gets done.
Pressure to commit quickly. Urgency is a sales tactic, not a sign of value.

The questions to ask before you hire anyone

You do not need to be technical to vet someone well. You need to ask questions that are hard to fake.

"Can you show me work you have done for a business like mine?" Look for a real example with a real outcome, not a slide of logos.
"What would you need to understand about our business before recommending anything?" A good answer is a list of questions about your workflows, data, and people. A bad answer jumps straight to a product.
"Where would AI be the wrong choice for us?" Anyone who cannot name a single situation where AI does not help is selling, not advising.
"How do you handle our data and the Privacy Act?" You want a clear, specific answer about where your data goes and how it is protected, not a shrug.
"What happens after the project ends?" Look for knowledge transfer and capability built inside your team, not permanent dependency on them.
"Can I speak to a client you have worked with?" A genuine adviser will say yes.

What a genuine adviser looks like

The opposite of a grifter is not someone with more confidence. It is someone with more curiosity about your business.

A real adviser asks about your workflows before your software. They are honest about what AI can and cannot do today. They talk about training your people and building internal capability, because they want you to be able to run without them. They take data security and Australian privacy obligations seriously, and they can explain those obligations in plain terms. And they position AI as something that makes your team better at their jobs, not something that makes your team smaller.

That is the difference between someone selling AI and someone helping you adopt it.

Frequently asked questions

What is an AI grifter? An AI grifter is someone who sells AI services without the experience to deliver them, relying on a buyer's uncertainty to promise big outcomes they cannot back up. The clearest sign is someone who talks about tools and results before understanding your business.

How can I tell if an AI consultant is legitimate? Ask for work they have done for a business like yours, ask where AI would be the wrong choice, and ask how they handle your data. Genuine advisers answer all three clearly. Grifters dodge at least one.

Is it a red flag if a consultant is new to AI? Not on its own. The useful AI tools are recent, so most good people are relatively new to them. The red flag is selling certainty and specific outcomes they have not earned, not being new to the field.

Should an AI consultant guarantee a return on investment? Be cautious of anyone who quotes a specific return before understanding your business. Real outcomes depend on your workflows, your data, and how your team adopts the change. A confident percentage in the first meeting is a guess dressed up as a promise.

Trying to work out whether AI is right for your organisation, and who to trust to help? Book a call for a practical conversation with no sales pitch.