We are moving away from traditional "10 blue links" (where Google ranks a document) to a semantic synthesis model (where Google extracts the factual payload and generates the answer directly via AI Overviews or Gemini).
To architect a dashboard for AEO and GEO, we must stop looking at keyword density and start looking at Entity Salience and RAG (Retrieval-Augmented Generation) compatibility.
Here is the architectural breakdown of the Google APIs required to track, test, and optimize for the Generative Search era.
1. The Entity Truth Layer: Knowledge Graph Search API (AEO)
Answer Engine Optimization relies heavily on Google's Knowledge Graph. If Google doesn't recognize your brand, product, or author as a definitive "Entity," you will not appear in Knowledge Panels, nor will an LLM trust your brand as a source of truth.
