01

What GEO optimizes

Generative Engine Optimization is not about writing for an AI. It makes information available to retrieval systems, easy to extract and credible enough to support a synthesis.

  • Discovery: the source is accessible to authorized crawlers.
  • Extraction: the answer is clear, structured and self-contained.
  • Verification: the entity and its claims are corroborated.
  • Citation: presence is measured through a stable query protocol.

02

SEO, AEO and GEO

SEO covers discovery and ranking. AEO structures direct answers. GEO addresses retrieval and citation in a synthesis. They rely on shared technical and editorial foundations.

03

The SFT framework

  • Structure: architecture, semantic HTML, Schema.org and stable identifiers.
  • Flow: internal links, extraction, authority circulation and access to evidence.
  • Trust: identifiable authors, sources, cross-platform consistency and external corroboration.

04

How to measure it

Generative visibility is measured by level: absent, mentioned, recommended, cited and cited with a link. Engines, queries, parameters and observation dates must remain stable for changes to be interpretable.

05

What GEO cannot guarantee

No serious method can guarantee a citation or ranking. GEO reduces ambiguity, improves access to evidence and increases the source’s capacity to be understood. The final decision always belongs to the engine being queried.