Defined term

Competitor Set

Competitor set

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Definition

A competitor set is the list of brands you consider alternatives to yours. In AI measurement it should be an input for reporting, never the filter that decides which brands get counted in an answer.

Why it matters

Buyers are shown whatever the assistant names, including brands you have never heard of. Counting only your list makes the market look smaller and your position stronger than either really is.

How to measure it

Count every brand the answers name, then use your list only to highlight rows. Review the unlisted brands that keep appearing; they are the competitor set the market actually has.

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FAQ

Questions teams ask before they start

Is GEO different from SEO?

They overlap on technical access and content quality, but GEO measures the answer itself — whether the brand is named, recommended and cited — instead of a ranking position.

How often should results be remeasured?

Keep the question set stable and rerun on a fixed cadence, then compare like with like. Changing questions and cadence at the same time makes results incomparable.

Does being cited mean being recommended?

No. A page can be cited as background while a competitor is the one actually recommended. The two are reported separately.

Is this written by AI?

Drafts can be generated, but every published piece goes through human review. Nothing reaches the site automatically.

How does this relate to traditional SEO?

It overlaps but is not the same. Both reward clear, credible content; only one of them is measured by whether a model names you in an answer.

Where do the definitions come from?

From how the measurement actually works in the product, so the vocabulary on the site and the numbers in the workspace mean the same thing.

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