AI visibility audit
We ask ChatGPT, Gemini, Perplexity and AI Overviews what your customers ask, and measure whether you show up, how and next to whom.
- Query map by service
- Current mentions and citations
- Competitors that do show up




Webflow Premium PartnerAI search agency
MANUBRIO is an agency specialized in AEO and GEO: we help ChatGPT, Gemini, Perplexity and Google AI Overviews find, understand and cite your brand when your customers ask.
When someone asks ChatGPT or Gemini for a recommendation, they get two or three names, not ten links. If your brand is not in that answer, it does not exist for that customer. Pick a question and compare.
Which web agency do you recommend in Guadalajara?
We ask ChatGPT, Gemini, Perplexity and AI Overviews what your customers ask, and measure whether you show up, how and next to whom.
We rewrite your site so an AI gets it the first time: direct answers, structured data and files like llms.txt.
AI repeats what trusted sources say. We work on directories, partner profiles, reviews and mentions that back you up.
If your question is not here, book a call and we will go over it with your site on screen.
AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) are the work that helps assistants like ChatGPT, Gemini, Perplexity and Google AI Overviews find your brand, understand it correctly and mention or cite it when someone asks about what you offer.
Traditional SEO aims to get you into a list of results. AI answers only fit two or three names, so it matters that your site answers directly, has clear structured data and that other trusted sources talk about you. They work together: solid technical SEO is the foundation of AEO.
We define with you the questions your customers ask and run them periodically on ChatGPT, Gemini, Perplexity and Google. We log whether you show up, in what position, with what description and which sources the AI cites.
A query map by service, your current mentions and citations, the competitors that do show up, a technical review of your site (schema, llms.txt, robots, speed) and a prioritized list of changes.
Yes. We are a Webflow Premium Partner and a Shopify Partner, so we can apply content, schema and structure changes directly on your site. We also work on custom-built sites.
It depends on your industry, your brand’s current authority and how often the models are updated. That is why we measure from the first month and show you how mentions and citations evolve in every report.
Find out what AI says about your brand
On a call we review your key queries on ChatGPT, Gemini and Perplexity and tell you where to start.
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