Question 1

What is Generative Engine Optimization (GEO)?

Accepted Answer

Generative Engine Optimization (GEO) is the work of getting AI engines — ChatGPT, Claude, Gemini, Perplexity, and peers — to understand, trust, and name your brand when someone asks about your category or market. It is not “SEO by another name”: SEO still fights for clicks in classic search; GEO fights for citations inside the generated answer. At LRA we tie GEO to entity hygiene, schema, citable content, and — when you have locations — the client’s Google Maps / GBP at multi-location scale.

Question 2

What is Answer Engine Optimization (AEO) vs GEO?

Accepted Answer

AEO (Answer Engine Optimization) focuses on becoming the clear answer in answer-style surfaces — snippets, voice, and increasingly AI summaries. GEO focuses on generative engines and being cited or recommended inside the model’s response. In practice they overlap; LRA uses GEO as the operating frame and AEO as the “citable answer” layer, not as two disconnected products.

Question 3

Does GEO replace SEO?

Accepted Answer

No. GEO does not replace SEO: SEO still wins visibility in classic search; GEO wins mentions inside generated answers. We treat them as the same business on two shelves. Dropping SEO for a GEO fashion pitch usually means losing the channel where clicks and conversions still happen.

Question 4

Can I rank #1 on Google and still be invisible in ChatGPT / AI Overviews?

Accepted Answer

Yes. A #1 Google ranking does not guarantee a citation in ChatGPT, Perplexity, Gemini, or AI Overviews. Each system weighs different signals — entity clarity, brand consistency, citable content, distributed authority, and for local, GBP/Maps. That is why we audit what AI says about your category separately from organic rank.

Question 5

How do I get my brand cited or recommended in ChatGPT?

Accepted Answer

Start with a clear entity (who you are, what you offer, where you operate), content a model can cite without inventing facts, and coherent presence beyond your site. There is no reliable “prompt hack”: we run a citation audit, schema, FAQ/cluster content, and distributed authority — then measure whether answers improve. We do not promise you will appear tomorrow.

Question 6

If I appear in ChatGPT, do I automatically appear in Perplexity or Gemini?

Accepted Answer

No. Showing up in one engine does not mean you show up in all of them. ChatGPT, Perplexity, Gemini, and AI Overviews differ in architecture, freshness, and sources. We run a multi-engine plan, prioritize by market (e.g. LATAM/Spanish vs US), and measure each channel on its own.

Question 7

What are Google AI Overviews and how do they affect clicks?

Accepted Answer

AI Overviews are generative summaries Google shows above or beside classic results on many queries. They can cut clicks to blue links (zero-click) even when your brand gains visibility if you are cited. GEO/AEO work aims to make your entity a trusted source when an overview appears — without guaranteeing placement or click volume.

Question 8

How long before you see GEO results?

Accepted Answer

There is no magic timeline and no fixed “you will be cited by date X.” It depends on your category, how clear your entity is today, and competition. We start with a citation audit and a 90-day plan; we measure mentions, competitor gaps, and site/store impact — we do not promise overnight rankings.

Question 9

How much does GEO cost (audit vs retainer)?

Accepted Answer

It depends on scope (site-only, Shopify, multi-location Maps, languages). We do not list fixed prices here: next step is a 20-minute diagnosis and, if we fit, a request a proposal (one-off audit vs retainer). That keeps you from buying a generic pack that does not match how you actually operate.

Question 10

Do you guarantee ChatGPT or AI Overview placement in 30 days?

Accepted Answer

No. We do not guarantee placement, citations, or “appear in ChatGPT in 30 days.” Models change, sources rotate, and nobody controls an AI engine’s ranking. What we do offer is an audit, a 90-day plan, and honest measurement of mentions and business impact — no guarantee theater.

Question 11

How do you measure GEO success?

Accepted Answer

We track what AI engines say about your category and brand before and after, gaps vs competitors, and impact on the site or store (traffic, leads, conversions when relevant). We use panorama reads — including support from tools like meridiano.labratart.com.mx — without vanity metrics. Search Console and GA4 help, but they are not enough alone for AI visibility.

Question 12

How does GEO work for a Shopify store?

Accepted Answer

On Shopify (or Woo) we clean entities, schema, product data, and citable FAQs so AI can understand catalog and brand — while the store still converts. GEO is not “rewrite a few blogs”: it is data hygiene + citable content + CRO. If Agentic/catalog syndication to AI channels applies, we scope it in the proposal without overclaiming in-chat checkout for every country.

Question 13

Does Google Business Profile / Maps help with Gemini or ChatGPT recommendations?

Accepted Answer

GBP/Maps strengthens local signals Gemini and similar systems may use for “near me” recommendations; it is not an automatic switch for ChatGPT. For multi-location brands we pair clean listings, NAP, and reviews on the Maps side with entities and citable content on the GEO side. Maps belongs to your brand — LRA does not need its own listing.

Question 14

Can an online-only brand get cited in AI answers without a physical location?

Accepted Answer

Yes. GEO does not require your own Google Maps listing. For online-only brands we work the site, entities, citable content, and distributed authority (directories, reviews, earned media when it fits). Maps enters only when you have locations worth optimizing.

Question 15

Should I hire a GEO agency in Mexico / CDMX or in the US?

Accepted Answer

There is growing GEO supply in Mexico and CDMX; it is not US-only. What matters is method, proof, and whether GEO is tied to real ecommerce and local ops — not a PDF of prompts. LRA works from CDMX and remotely, with international proof (Fiverr 4.7★ / 287 and US/LATAM cases).

Question 16

Do you work with US clients remotely?

Accepted Answer

Yes. We operate from CDMX and with remote US and LATAM teams. We have cases such as Superior Electrical (Doral, FL) and bilingual delivery when the market needs it. Kickoff is still a 20-minute diagnosis plus a proposal by scope.

Question 17

Can AI engines hallucinate facts about my business?

Accepted Answer

Yes. Models can invent a wrong city, fake prices, or services you do not offer. We harden entity, structured About, schema, and third-party corroboration to reduce errors — not to “erase” hallucinations overnight. If bad data is already circulating, we prioritize it in the audit.

Question 18

Where do we start with LRA?

Accepted Answer

With a 20-minute diagnosis: what AI says about your category today, what your site is missing, and whether the next step is an audit + 90-day plan. No endless pitch. If we fit, we build a proposal (request a proposal) — WhatsApp or book via labratart.com.mx.

Question 19

What is llms.txt and do I need it?

Accepted Answer

llms.txt is a plain-text file at the site root that summarizes, for AI models, who you are, what you offer, and which pages are worth citing. It is not a universal standard and not a magic switch: some systems read it, others do not. At LRA we treat it as useful hygiene alongside schema and a structured About — not as a citation guarantee.

Question 20

Will you need my Shopify owner password?

Accepted Answer

No. We work with collaborator access: you invite us from the admin, and we never ask for the owner password. That is the correct practice and the one we use on audits and retainers.

Question 21

Is this the same as your Fiverr Shopify SEO+GEO gig?

Accepted Answer

Same craft; different scope. The Fiverr gig covers defined one-off deliverables. Agency work (audit + 90-day plan + retainer) covers entity, citable content, measurement, and — when it applies — multi-location Maps. If the gig is enough, start there; if you operate at scale, book the diagnosis.

If AI never names you, your customer never finds you.

Buying no longer starts only on Google.

What is GEO

GEO vs SEO

Our method (5 steps)

Who it is for

Ecommerce

Multi-location

B2B

Online-only

Proof

Services (proposal-led)

GEO audit + 90-day plan

Citable content + FAQs + cluster

Schema, entities & hygiene

GEO + local SEO + Shopify CRO combo

Frequently asked questions

20-min diagnosis

Tell us enough so we arrive prepared.