GEO (generative engine optimization)
GEO, generative engine optimization, is the practice of preparing content so generative search engines and AI assistants cite it in their answers. The goal is not a position in a list of links but having the brand mentioned inside the answer the user actually receives.
In short
| What it is | Preparing content, data and technical availability so AI answers cite the brand |
| How it differs from SEO | SEO pursues a click from a list, GEO pursues a mention in an answer. Some of the work overlaps, the metric does not |
| What it rests on | Crawler availability, clear answers in the text, structured data and original numbers |
| How it is measured | Citations in assistants, impressions and positions on long question-shaped queries, sessions from assistant domains |
| When it can wait | For purely local or navigational businesses, where queries barely move into assistants |
What GEO consists of
Three layers in practice. First, availability: language model crawlers have to reach the site. Second, content: the answer has to sit right under the heading and make sense out of context. Third, factual consistency: the same numbers on the site, in profiles and in structured data, so the model never has to choose which source to trust.
This is not a discipline detached from SEO. The difference is what counts as success. Measured on traffic alone, GEO always looks like a loss, because its entire value sits in an answer the user does not click.
From our own practice
On sites that take GEO seriously, both effects show up at once. Search impressions grow much faster than clicks, and on long question-shaped queries the page holds top positions with practically no clicks.
The first sessions coming directly from assistants arrive only after months of work, and they are counted in single units. That is very little, but the number before that is usually zero. GEO is a discipline where the first results are counted in single units and the trend matters more than the volume.
Common mistakes
- Measuring GEO by traffic. By its nature the channel does not produce traffic at a volume comparable to search.
- Working on content before availability. A blocked crawler devalues every other effort.
- Writing generically. Without original numbers there is no reason to cite you rather than anyone else.
- Expecting a fast effect. Weeks to months pass between publication and citation.
Related terms
See also AEO, AI Mode, AI Overviews, RAG, llms.txt and AI visibility.
Frequently asked questions
Is GEO different from AEO?
The terms overlap. AEO usually refers to preparing content for answers, GEO covers visibility in generative search more broadly, including the technical and data layers.
Will GEO replace classic SEO?
No, it builds on it. A site that is not indexed and has no content has nothing that can be cited.
Where do you start?
By verifying that language model crawlers can reach the site. It is the one step without which nothing else works.
How we can help
GEO is a standalone service for us, including a crawler availability audit and structured data deployment. Details are on the AI visibility agency page.