guide
GEO, SEO, and AEO: start with the reader
Separate three overlapping labels and turn an AI-search goal into a concrete editorial task.
Scope
Editorial guidance for English-language marketing teams. Examples are illustrative, not measured results. No citation, ranking, traffic, or revenue outcome is guaranteed.
Start with a decision, not an acronym
Imagine that your team sells inventory software. A prospective buyer asks how to reconcile stock across two warehouses. Your useful contribution is a clear answer about the workflow, constraints, and evidence behind your claims. Renaming that work GEO does not make the answer more useful by itself.
In this learning path, SEO means helping people discover and use content through search. AEO emphasizes answering a question directly. GEO emphasizes how content may be represented in generated answers. These are working definitions, not mutually exclusive departments or standardized product certifications.
Separate the controllable work from the hoped-for result
You control the claims you publish, the accessibility of a page, the explanation of a method, and the correction of errors. You do not control whether an answer product retrieves the page, which source it selects, or how it summarizes it. Treat these as separate questions when planning a project.
| Editorial task | Evidence you can inspect | What it does not prove |
|---|---|---|
| Explain a product limitation | Visible limitation and current product documentation | That a model will repeat it |
| Add a source to a claim | The source actually supports that claim | That the page will be cited |
| Log an answer mentioning the brand | A dated answer with its prompt and context | Stable exposure to all buyers |
Use a useful first brief
Write: “Help an operations manager decide whether this workflow fits a two-warehouse business.” Then list the decision criteria, the knowledge the reader needs, and the evidence your team can supply. Replace “make us the number-one AI answer” with a deliverable you can review: a comparison with explicit assumptions, documented limits, and a responsible owner.
The original GEO paper studies optimization and visibility metrics in an experimental setting. It is a reason to ask better measurement questions, not a guarantee for your next article. Read the research note before borrowing a headline result.
A ten-minute exercise
- Pick one customer question from an existing support or sales conversation.
- Write a two-sentence answer without a brand slogan.
- Underline every claim a skeptical reader might challenge.
- Attach a source or label it as a recommendation.
- Record one uncertainty that remains.
You now have an editorial brief. Run the assessment to distinguish knowledge gaps from unfinished implementation work.
Sources
Read the original material. A source link is not, by itself, proof of a claim.