I was going through session recordings for one of our new projects — there are tools that let you watch exactly how visitors move through a site, what they read, where they stop, where they leave — when I saw something I wasn't expecting. Someone had arrived from ChatGPT. They spent several minutes exploring the project. And right there, in that same session, they created an account and started using it. Zero dollars in ads. Zero campaigns. The project was less than a month old.
It might sound like a small thing. One user. One visit. One signup. But for me it was one of those moments where you feel something has shifted and you don't quite have the words for it yet.
I'm going to try to find those words here.
Remember how long SEO used to take?
For years, the honest answer to that question was: three to six months for competitive positioning. And it was true. It still is, largely. Technical SEO can show improvements in four to eight weeks, but if you're talking about consistently ranking for competitive searches, the rule still holds: put in at least three months of work before expecting solid results.
That hasn't changed. What changed is that there's now another channel. And that channel operates on a different timeline.
When an AI engine — ChatGPT, Perplexity, Google AI Overviews — decides to cite or recommend you, it's not following exactly the same rules Google Search used in 2019. Domain authority matters, yes. Backlinks matter, yes. But other factors — content structure, clarity of your value proposition, how you define your category — can accelerate the process in ways that still surprise me when I see it in practice.
How to appear in ChatGPT and Perplexity answers
This is the question I get most often lately, and it deserves a direct answer before any additional context: appearing in ChatGPT and Perplexity responses isn't about luck or having an old domain. It's about giving AI models exactly what they need to cite you with confidence.
Language models don't crawl the web in real time the way Google's bot does. They learn from structured content, from sources that answer questions clearly and without ambiguity, from well-defined entities — your brand, your category, your geography, your specialty. If your site doesn't have that, AI can't cite you even if you're the best at what you do.
What does work — and what we applied to exponest.mx before launch — can be organized around three fronts:
Entity clarity
Your site must tell AI who you are, what you do, for whom, and where — without requiring inference. A beautiful About page isn't enough. You need semantic structure, correct schema markup, and consistency between what your site says about you and what the rest of the internet says about you.
Content that actually answers real questions
AI models prefer content that directly and immediately answers specific questions. Not content optimized to look like it answers. Text that genuinely resolves the user's question in the first few lines, no warm-up required. The same principle that gets a page into a Google featured snippet makes it eligible for a ChatGPT citation.
Coherent authority signals
A mention in a relevant publication, a complete Google Business profile, correct structured data, content in more than one format — all of it adds up. You don't need a hundred backlinks before you launch. You need the signals that do exist to be coherent with each other and pointing in the same direction.
That's what we did. And within three weeks of launch, ChatGPT was already recommending the project without us pushing it in any direct way.
The opinion nobody asked for:
A lot of people are still treating AI visibility like it's just SEO with a different name. It isn't. And that confusion is costing projects time and money — projects that could be receiving quality, free traffic from day one.
Traditional SEO — keyword rankings, years of accumulated domain authority, waiting for Google to index you and move you up — is still relevant. I'm not dismissing it. In fact, GEO — Generative Engine Optimization — and AEO — Answer Engine Optimization — don't replace SEO. They complement it. But anyone who thinks they can ignore AI engines because they «already have SEO» is making a decision they'll regret in twelve months.
The argument I hear most often is: «my customers don't search on ChatGPT, they use Google.» That might be true today. But the user who arrived at exponest.mx from ChatGPT wasn't an anomaly — it was a signal of something already happening, even if we don't see it at the same intensity across every industry yet.
And when it starts showing up in your industry, whoever built that presence early will have the advantage. Whoever starts that day will start from zero.
The early mover advantage
AI models learn from content available at the time of their training and updates. Brands that build presence and authority today — before their competitors do — have a higher probability of being cited consistently. Later, the cost of entry is higher because the space for citations isn't infinite, and models tend to favor sources they already know.
What about existing SEO — does that count?
It counts. And it's a better starting point than nothing. A site with good load speed, clean technical structure, indexed content, and some domain authority gives GEO and AEO work a foundation to move faster on.
But technically solid SEO doesn't guarantee AI will cite you. I've seen perfectly optimized sites that barely exist for ChatGPT or Perplexity, and more modest sites technically that appear consistently in AI responses because their content is structured to answer specific questions in a clear way.
The difference is whether the content was written for a ranking algorithm or for a model that needs to understand what you're talking about and cite you without misrepresenting your value.
If you want to understand where your site stands today across SEO, GEO, and AEO, our SEO/GEO/AEO positioning service starts with a complete technical audit before any recommendation. We don't work from assumptions.
What I saw in that recording, up close
Going back to the beginning: the user who arrived from ChatGPT didn't land on a generic homepage. They arrived through a response ChatGPT had generated on a specific topic, with exponest.mx cited as a relevant resource. They clicked. They read. They signed up.
That's the complete journey. And it happened because the site was structured so AI could understand it, cite it, and trust it.
Not because it was famous. Not because we had years of accumulated domain authority. Not because we ran any ads. Because we did the necessary work before launch to give AI models enough clear information to include us in their responses.
Three weeks. Not three months.
If you want to do it yourself or have someone do it for you
There are two ways to approach this. The first is to do it yourself with the right tools. AEON42 — our SEO/GEO/AEO SaaS platform — connects to your Google Search Console, analyzes 16 months of real data, and tells you exactly what to change to improve your visibility in Google AI Overviews and answer engines. USD $49/month, with a 14-day free trial. It's the self-serve tool for anyone who wants to see the numbers and make their own decisions.
The second option is to have the Play.Interactive team set it up and monitor it for you. Audit, strategy, implementation, ongoing monitoring — without you having to track every change yourself. If that's the option you want, the process starts with a free initial brief, and within three to five business days you have a detailed proposal with phases, timelines, and costs broken down by block.
And if you're still figuring out whether this applies to you, you can subscribe to the newsletter — every week I send one email with what I'm seeing work in real projects, no filler.