Knowledge
What is generative engine optimization?
Generative Engine Optimization is the practice of making a company’s verified knowledge accurate, structured and citable, so AI systems can understand and correctly represent it. It differs from SEO less in technique than in failure mode: an SEO problem is being ranked low; a GEO problem is being described wrongly, confidently, to someone who never visits your site.
The same work, aimed at a different failure
SEO optimizes for
- Position in a ranked list of links
- Clicks arriving at your page
- Keywords a person typed
- Being chosen from among visible options
GEO optimizes for
- Being understood correctly by a system that assembles an answer
- Being verifiable, so a claim can be trusted
- Being citable, so it can be attributed
- Being consistent, so sources do not contradict each other
The six stages
Authority before amplification: publishing more before the knowledge is correct multiplies contradictions.
- 01
Discover
What do AI systems currently say, and where does it come from?
- 02
Understand
What is actually true — entities, products, relationships.
- 03
Verify
Check each fact against a citable source; mark what cannot be supported.
- 01
Trust
Make the authoritative source unambiguous, structured, consistent across languages.
- 02
Cite
Give AI systems something specific and attributable to quote.
- 03
Recommend
Monitor representation, and correct the source when it drifts.
What nobody can promise
No one controls what a generative system outputs. A promise of a ranking, a position or a visibility figure is exactly the sort of unsupported claim this practice exists to remove. The work makes the accurate answer easy to find, verify and attribute — it does not guarantee a given system uses it.
Questions buyers ask
Should we publish more content?
Usually not first. Publishing before the underlying knowledge is correct and consistent multiplies contradictions rather than authority. Verify, then publish.
Does GEO replace SEO?
No. They address different failure modes and mostly reinforce each other. The mistake is assuming SEO tactics automatically produce GEO outcomes.