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.
