DIZAYN.
Back to blog
Case studies

Case Study: GEO — Getting AI to Recommend Luvory

Written by the Dizayn team

The question that changes everything

When someone in Guadalajara asks "where can I rent luxury toilets for my wedding?" directly in ChatGPT, or sees the answer in a Google AI Overview, that person can be satisfied without clicking through to any site. The question for Luvory stopped being just "do we show up on Google?" and became "does AI recommend us when someone asks this?"

Why this is different from classic SEO

Classic SEO rewards complete content a human reads start to finish. An AI model, instead, tries to extract one specific, verifiable passage to cite as its source — meaning the direct answer needs to be available from the first sentence, not buried under three paragraphs of introduction.

What we did

A real baseline

Before changing anything, we asked the models directly what they answered today about luxury toilet rental in Guadalajara and documented the answers — to know where we were actually starting from.

A consistent brand entity

We defined who Luvory is, what it does and where, consistently across the site and the external sources an AI model consults.

Content in the format that gets cited

We restructured key pages so the specific answer sits in the first sentence, with structured data that exactly matches the visible text — not just in the schema, in what a human reads too.

The real differentiator: the event content already existed

Luvory already had something uncommon: real, detailed content about verifiable events — the WTA Guadalajara Open, the 2026 World Cup, Maná and Mau y Ricky concerts. That kind of specificity (real dates, verifiable facts, genuine local context) is exactly what makes an AI model trust a source. The GEO work wasn't creating that content from scratch — it was structuring it so AI could confidently extract it.

The result

A site prepared for two audiences at once: the person reading the full content, and the AI system that needs to extract one specific passage to answer a question. Neither is sacrificed for the other.

Want to know what AI says about your brand today? Let's talk about your project or check the details of our GEO: AI visibility service. See the real result at luvory.com.mx.

FAQ

Why does a toilet rental business need GEO?
Because more people ask ChatGPT directly or see an AI Overview before searching for a vendor for their event — if Luvory isn't prepared to be cited, that recommendation goes to another business.
What's the first thing done in a GEO engagement?
Asking the models directly what they answer today about the business's category, to get a real baseline before changing anything.
Does this replace regular SEO?
No, it complements it. They share technical and content foundations, but the format an AI model extracts to cite differs from what a human prefers to read in full.
Can you measure whether it's working?
Yes. Model answers are documented before and after with repeatable prompts — that's concrete evidence, not a guess about whether it improved.

Does your brand need this?

Let's talk about your project and where to start.

Start a project

Related articles