What GEO and AEO mean
| Term | What it stands for | What it aims for |
|---|---|---|
| SEO | Search Engine Optimization | A page ranking high in Google’s or Bing’s list of results and receiving the click. |
| AEO | Answer Engine Optimization | A page’s content being the direct answer to a question: featured snippets, voice assistants, AI summaries. |
| GEO | Generative Engine Optimization | A brand being mentioned or cited inside the answer written by a language model such as ChatGPT, Gemini, Perplexity or Google’s AI Overviews. |
The term GEO was coined in 2023 by researchers at Princeton and the Indian Institute of Technology Delhi, who measured which changes to a text increased its presence in AI-generated answers. Their results pointed in one direction: adding figures, quotes from identifiable sources and verifiable data raised visibility; stuffing keywords barely moved it.
What changes compared with SEO
Corroboration replaces the link
A language model does not trust a brand because it has many backlinks, but because several sources that look independent say the same thing about it. Name, address, services and figures must match across the website, directories, press and professional profiles.
Content must be extractable
Direct answers, clean definitions, sourced data, tables and semantic structure. An excellent text wrapped in rhetoric does not get cited.
Measurement is different
There is no “position 3”. What is measured is mention rate, share of citations against competitors and which prompts trigger the brand. None of those metrics yet has a scientifically validated instrument.
Superlatives hurt
“The best in Panama” is exactly the kind of unverifiable claim a model discards. Checkable specificity always wins.
Why it weighs more in Panama
- Small, concentrated market. In banking, insurance, real estate, private healthcare or logistics, five to fifteen relevant players compete. An AI answer that mentions three leaves out most of the sector.
- Bilingual and regional. A large share of queries about Panama are made in English from abroad. A brand can be visible in Spanish and invisible in English, or the reverse.
- Regional headquarters hub. Many purchase decisions about Panama are researched from Bogotá, Miami or Madrid, and a generative engine’s answer changes depending on the country the question comes from.
How GEO is done in practice
- Audit current presence. Ask each engine the questions customers ask and record who appears, how often and citing which sources.
- Tidy the entity. Same name, address, description and figures on the website, Google, directories, LinkedIn and press.
- Publish extractable content. FAQs with direct answers, tables, dated data with sources, structured data (schema.org) and versions in the languages people ask in.
- Earn external corroboration. Mentions in media, sector directories and academic or professional publications that repeat the same facts.
- Measure and repeat. Rerun the audit every one or two months, because engine answers vary even for the same question.
Frequently asked questions
What is the difference between GEO and AEO?
AEO aims for content that answers specific questions directly, for featured snippets and assistants. GEO aims for the brand to be cited inside the answers written by generative models. In practice they are worked together.
Does GEO replace SEO?
No. A site a crawler cannot interpret well will not be understood by a language model either. Technical and content SEO is the base on which GEO is built.
How does a Panamanian company know whether it appears in AI answers?
By asking ChatGPT, Gemini, Perplexity and Copilot the questions its customers ask, in Spanish and English, several times and from different countries, and recording which brands and sources each engine cites.
What content does AI cite most?
Content with sourced figures, clear definitions, tables, questions with direct answers and facts consistent with what other sources say about the same company.
Related articles
- A team from Panama and Spain researches how to measure brand presence in AI
- Three cases in Panama: what happened when content was structured for AI
- Digital procedures in Panama
Sources
- Aggarwal et al., GEO: Generative Engine Optimization, Princeton University and IIT Delhi, 2023.
- Google Search Central, AI features in Search and your website.
- Perplexity, how it selects and cites sources.
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