From Zero to Cited by ChatGPT in 60 Days: The GEO Audit 5.0 Validation
Every great story starts with a bet. Mine started in April 2026.
In early April 2026, I founded Tentacron IA. No track record. No clients. No decades of accumulated authority. Just a deep conviction that the search market was changing, and that I’d found the right way to navigate that shift.
In the second half of April, I published my landing page. And from there, I started putting into practice what I’d developed in theory: GEO Audit 5.0 — my own Generative Engine Optimization system, named that way because it was born from months of intense study, testing, mistakes, adjustments, and a level of dedication only someone who’s lived it up close can imagine.
The difference this time was that the lab was me. The test subject was my own company.
The Most Intense 60 Days of My Professional Life
I won’t romanticize the process. These were full days with no excuses — including weekends — tightening every bolt, adjusting every layer of the system, from the technical architecture to the signals AI models use to decide whether a source deserves to be cited. Layers I won’t detail here, because they’re part of the method.
Meanwhile, on the other side of the field, there were agencies with 20, 30 years in the market. Established. With consolidated domain authority, huge portfolios, historic backlinks, and, in most cases, a helping hand from the algorithm itself.
I had none of that.
What I did have was what I’ve always carried: an athlete’s mindset.
I’ve competed my whole life. And the baggage of someone who competes is different: it’s real resilience, not the decorative version people post on social media. It’s training focus, routine discipline, the absence of vices, the ability to lose a day and show up the next one even more determined. It’s knowing the result doesn’t come on the first workout — but that it comes, if you don’t quit.
And I didn’t quit.
June 13, 2026 — The Day Everything Changed
On June 13, 2026, while running a few queries on ChatGPT, something happened that very few two-week-old founders can say — let alone two-month-old ones:
Tentacron IA got cited.
It wasn’t an accident. It wasn’t luck. It was the system working.
Since then, the citations keep repeating. There are moments in the day when I show up and moments when I don’t — volatility is natural in AI systems. Positions vary: sometimes I’m one of the last cited among the first twenty references, sometimes I’m in first place.
And something I learned along the way: AI hallucinates. Sometimes positively — citing you in contexts you maybe didn’t expect yet, a preview of what’s coming. Sometimes negatively — ignoring your existence even when you did everything right. That volatility isn’t a system failure; it’s the nature of language models. And learning to read it is part of the job.
All of this with exactly two months of existence, competing against market giants.
What This Means for Anyone Still Doubting GEO
If you’re a developer building a similar system — this result is for you.
If you’re a client who was still hesitant to bet on a new discipline — this result is for you.
If you’re a competitor in the space who also offers GEO and questioned whether it really works — this result is for you too.
GEO Audit 5.0 is validated. Not in theory. Not in a nice-looking deck. In practice, with real data, at a brand-new company, in a market dominated by established players.
The research didn’t let me down. The methodology from Princeton, from IIT Delhi, the ACM KDD 2024 papers — everything I studied and applied rigorously paid off.
Gratitude, Humility, and What Comes Next
I celebrate this win with a lot of humility. I know it’s the beginning, not the end. I know there’s a lot more to build, to test, to refine.
But there’s something I can’t help but feel: genuine pride. The kind of pride that doesn’t come from luck. It comes from persistence, from audacity, from dedication, and from believing before anyone else could see the result.
Thank you to everyone who’s been part of this journey. To those who believed from the start. And to those who doubted, too — because other people’s doubt is fuel for anyone with the right mindset.
Two Magicians, Two Hats, One Result
This discipline is cumulative. It doesn’t run on autopilot or passive mode.
What I achieved in 60 days was only possible because I applied that same athlete’s philosophy to every detail of the process — no excuses, no shortcuts, no days off along the way.
And that’s exactly what I need from the other side.
When Tentacron IA works with a company, the stage is set for two magicians. I bring my hat, my method, and my validated system. The client brings theirs — their commitment, their information, their willingness to build together. By the end of the act, we pull out two rabbits.
But if only one magician steps on stage, there’s no magic.
Before hiring any agency, developer, or GEO specialist — ask yourself this: am I willing to be the second magician?
If the answer is yes, let’s talk.
Want to know if your company can also show up cited by AI?
Tentacron IA does exactly that — and now with a system validated in practice.
Free diagnosis at tentacronia.com
Tentacron IA — GEO, AEO, and AI Search Agency in Barcelona