The first thing almost everyone does when someone mentions «AI visibility» is open ChatGPT and type something like «do you know my company?» or «what do you know about [my brand]?». And the answer is almost always reassuring. The model says something. It mentions the industry, maybe the city, perhaps something from the website. You close the screen satisfied. And that's exactly where the problem is.
None of your customers do that search. Nobody who doesn't know you yet is going to ask an AI about your name if they haven't heard of you. What they do — what we all do — is describe what they need and wait for a recommendation.
The question nobody asks AI (but everyone should)
Think about it this way. If you need a corporate lawyer in Guadalajara, you don't open ChatGPT and type «do you know the firm Pérez y Asociados?». You type: «I need a corporate lawyer in Guadalajara, who do you recommend?». Or maybe something more casual: «I'm looking for someone who handles commercial contracts in Jalisco, what firm do you know?».
Those are the searches that matter. And those are exactly the ones most businesses have never bothered to check.
The problem is there's no single way to phrase it. Every person arrives with their own vocabulary, their own city, their own context. And every AI engine — ChatGPT, Perplexity, Google AI Overviews — responds differently depending on what it indexed, when, and with what weight. There's no canonical answer. There are signals.
SEO, AEO, and GEO: three disciplines, one visibility problem
Before going further, it's worth naming things properly. When we talk about «appearing on Google», we're talking about SEO — Search Engine Optimization — which has been the standard for decades. You optimize your site, earn links, produce relevant content, and climb the search results.
But search engines have changed. Google doesn't always send you to click somewhere now — sometimes it just gives you the answer directly, in a block at the top. That's AEO — Answer Engine Optimization — which aims to make your site the source that answers specific questions without the user needing to go anywhere.
And then there's the newest layer: GEO — Generative Engine Optimization — the practice of optimizing so that language models like ChatGPT, Perplexity, or Google AI Overviews recognize your brand as a trustworthy source and cite or recommend you when someone asks something related to what you sell. It's not about ranking in a list. It's about the AI knowing who you are and what you do when someone asks for advice.
| SEO | AEO | GEO | |
|---|---|---|---|
| Goal | Appear in search results | Be the direct answer to a question | Be cited or recommended by generative AI |
| Main engine | Google (organic results) | Google (featured snippets, AI Overviews) | ChatGPT, Perplexity, Google AI Overviews |
| What you optimize | Authority, speed, content | Structured content, direct questions | Entity authority, citable content |
| How you measure it | Rankings, clicks, organic traffic | Snippet and AI Overviews appearances | Mentions, citations, AI recommendations |
The three complement each other. A site well-built for SEO has a better foundation for AEO and GEO. But they're distinct disciplines, with distinct metrics and distinct ways of failing. You can have technically impeccable SEO and still be invisible to ChatGPT. And you can appear in Google AI Overviews but never in a Perplexity response. Each layer matters.
If you want to understand the differences in depth, our SEO/GEO/AEO glossary has each term precisely defined — including what makes each one measurable and what doesn't.
Why searching your own name in ChatGPT tells you nothing useful
When you ask an AI assistant about your company by name, you're giving it the context before it answers. It already knows what to look for. It already knows who to refer to. The answer is almost always positive because the AI will retrieve whatever it has in its training or search tools about that specific entity.
The real scenario is the opposite: a potential customer who doesn't know your name, who only knows what they need, asks the AI what options exist. That's where AI visibility actually matters. And that's where most businesses don't appear.
I see this constantly: businesses with well-built sites, with years of SEO work, that simply don't exist for the AI when someone asks about what they offer in their city. It's not necessarily that they've done something wrong. It's that nobody had asked that specific question from the right angle.
Here's where some of you stop reading:
Checking your AI visibility isn't a vanity exercise or a technical curiosity. It's a business question.
If someone in your city is looking for a provider of what you sell and asks ChatGPT or Perplexity, and the AI recommends three companies — and you're not one of them — you just lost an opportunity you never knew existed. There was no abandoned form. No bounce in Analytics. No way to trace that conversation that happened between a potential customer and an AI assistant, at 11pm, on a phone.
And worse: meanwhile, some competitor of yours does appear. Not necessarily because they're better than you. But because their digital presence — their content, their structure, their entity authority — tells language models something coherent and citable.
That's what's at stake. Not Tuesday's Google ranking. The recommendation the AI gives at 11pm.
A snapshot, not a permanent diagnosis
Any measurement of AI visibility — including the one you can do today — is a photograph of a moment. These systems' responses change: their training changes, what they index changes, user queries change. A single query is a valid signal, not a definitive verdict. For continuous tracking, there's something else. But today's snapshot already tells you something you didn't know yesterday.
How we built a different kind of test
Thinking through all this, I built a test that works differently from simply searching your name. First we try to understand your business: what you sell, in what city, for whom. Then we ask an AI assistant with web search capability the question a real customer would ask — without mentioning you. The same question someone who doesn't know you exist would ask, but who needs exactly what you offer.
The result you see has three parts:
- What the AI knows about your business without being told — what it found on its own.
- Who it recommends when it searches for options in your category and city — who's taking your spot.
- Three concrete actions to change that.
You don't need to install anything. You don't need to give access to your site or any tool. You leave your email, get a personal link, describe your business, and in a minute you have the result on screen and in your inbox. The test is at [aeon42.com/test-ia](https://aeon42.com/test-ia) and it's free.
What the three concrete actions usually reveal
Without revealing the specific result you'll get — because it depends entirely on your business, sector, and city — I can share the patterns that repeat. Not as statistics, but as what I see frequently when we review this kind of visibility.
The first pattern is the most common: the AI knows nothing about the business, or knows contradictory things. That happens when the digital footprint is weak or inconsistent — the website says one thing, the Google Business profile says another, and there's no external content to help language models build a coherent picture of who the company is and what it does.
The second pattern: the AI knows the company exists, but doesn't recommend it. It can describe vaguely what it does, but when someone asks «who do you recommend?» it doesn't mention them. That has to do with what we call entity authority in our SEO and GEO work — the ability of language models to recognize you as a trustworthy, relevant source for a specific query.
The third pattern: the company does appear, but in the wrong contexts. The AI recommends it for things it doesn't sell, in cities where it doesn't operate, or with outdated information. That's also a problem — a bad AI recommendation can be just as damaging as not appearing at all.
The difference between a snapshot and continuous tracking
The AI visibility test gives you a signal. A good signal, useful, actionable. But it's a snapshot of a moment. AI assistants change their responses, update their training, index new content. What the AI says about you today may be different in three months.
That's what AEON42 is built for — the SaaS platform we built for continuous AI visibility tracking. It connects your Google Search Console, analyzes 16 months of real data, and measures your presence in Google AI Overviews — with ChatGPT and Perplexity coverage in higher plans. The test tells you where you stand today; AEON42 tells you how that's changing over time and what to do when it shifts.
If you'd rather have someone else handle it
The test and AEON42 are self-serve tools — you operate them, you interpret, you execute. For many businesses that works perfectly. For others, the bottleneck isn't the diagnosis but the execution: who's going to produce the content? Who adjusts the site structure? Who builds entity authority month after month?
That's where the Play.Interactive team comes in. We do the work — technical SEO, GEO, AEO, content, structure — so you don't have to become a specialist in something that shifts every three months. If you want us to interpret the test results with you and build the action plan, take a look at our SEO, GEO and AEO service and let's talk.
Frequently asked questions
SEO (Search Engine Optimization) positions you in Google's organic search results. AEO (Answer Engine Optimization) makes your site the source that directly answers questions in featured snippets and Google AI Overviews. GEO (Generative Engine Optimization) makes language models — ChatGPT, Perplexity, Google AI Overviews — cite and recommend you when someone asks about what you sell. The three complement each other and all matter for complete business visibility today.
Because when you give it the name, you're giving it the context before it answers. The AI already knows who to refer to. The real scenario is the opposite: a customer who doesn't know you exist asks the AI what options there are for what they need. That query — without your name — is what determines whether you appear or not. The AI visibility test at aeon42.com/test-ia asks exactly that question: the one from a customer who's never heard of you.
No. It's a snapshot of a moment. AI assistants update their training, change how they crawl content, and modify their responses over time. A single query is a valid signal, not a permanent verdict. For continuous tracking and measuring how your AI visibility evolves over time, there's AEON42.
From our experience, GEO and AEO can generate presence in AI agents in a timeframe similar to competitive SEO — between 3 and 6 months of consistent work — depending on existing domain authority. Technical SEO can show improvements in 4 to 8 weeks. There are no verified shortcuts, but there is a logical order: first the technical foundation, then structured content, then entity authority.
Nothing. It's completely free. You leave your name and email, receive a personal link, describe your business (name, sector, main product or service, city; website optional) and in a minute you have the result on screen and in your inbox. Nothing to install, no access required. Taking the test subscribes you to Fer Balcázar's newsletter, where there's more of this every week.