LLM Citation Protocol v1.0: Engineering Deterministic AI Authority
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Optzio Neural Lab
Stop being indexed. Start being cited.
LLMs like ChatGPT, Perplexity, and Claude do not read websites—they synthesize vectors. If your brand is not engineered as a Primary Epistemic Source, you will remain invisible in the age of generative synthesis.
The LLM Citation Protocol v1.0 is an authoritative framework designed to force deterministic brand-level recognition. We move beyond SEO into Epistemic Engineering.
What is inside the Protocol:
- Structural Metadata Overload: Forcing entity recognition at the embedding layer.
- Syntactic Precision: Engineering content for Zero-Friction AI Extraction.
- The Authority Loop: Creating a reinforcement cycle that makes your citation Structurally Mandatory.
Architect your brand’s inevitability today.
The definitive 30-step roadmap to dominate LLM answer synthesis and secure brand-level citations.
Format
High-Tier Technical Whitepaper (PDF)
Logic
SGO-Compliant (Search Generative Optimization)
Access
Neural Verified
Size
7.37 MB
Length
6 pages
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