The field has hype and bad actors, so the skepticism is fair. But AEO itself is not a scam. It is the real work of building credible presence on the sources AI reads. The scam is when a provider sells guarantees and secret access that do not exist. Here is how to tell them apart.
Why people call it a scam
Plenty of services overpromise. Some claim they can guarantee the top spot in ChatGPT, deliver overnight results, or "tell the AI" what to say. None of that is real, and when it fails, buyers feel scammed, understandably.
So the word gets attached to the whole field. But the bad actors are the problem, not the discipline.
What real AEO actually is
Real AEO is unglamorous and honest: getting genuine, accurate information about your brand onto the sources AI engines trust, then tracking whether you show up. It works because AI builds answers from public evidence it can find and check.
There is solid evidence for the mechanism. An Ahrefs study of 75,000 brands found brand web mentions correlated with visibility in Google's AI Overviews far more strongly than backlinks did, 0.664 against 0.218 (Ahrefs, AI Overview brand correlation study). Being credibly talked about across the web is what gets you cited. That is a real lever, not a trick.
How to spot the snake oil
A credible provider will do these things. A scam will not:
- Admit no one can guarantee placement, because citations are volatile and outside any vendor's control.
- Explain its method in terms of public, verifiable evidence, not secret access to the models.
- Show you what it publishes and where, so you can check the work.
- Set honest timelines instead of promising instant wins.
If a provider guarantees the number one spot, promises results in days, or claims a backdoor to the AI, treat that as the warning sign it is.
Where to go next
For the full honest case, read does AEO actually work. For realistic outcomes, see results, timelines and what to expect.
