Generative Engine Optimization (GEO) Standard

Aligned with Google's AI Optimization Guide and LLM retrieval mechanics.

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🔍 Core GEO Optimization Vectors

1. Passage Citability Scoring:

   • LLMs extract self-contained answer passages (optimal 130–170 words).
   • Each H2/H3 section must open with an authoritative summary paragraph directly answering the subsection's query.

2. Entity Grounding & Triples:

   • Link entities explicitly to authoritative sources (sameAs schema links to Wikipedia, Wikidata, GitHub).

3. Multi-Source Brand Consensus:

   • Maintain consistent NAP and entity facts across web sources (Reddit, YouTube, LinkedIn, GitHub).

4. Primary-Source Evidence:

   • Include unique empirical data, original benchmarks, and reproducible metrics to serve as citation bait for AI synthesizers.