Glossary

Structured definitions of the core concepts of Technical Brand Engineering and LLM Brand Governance deployed by Voktix to make enterprise brands readable, consistent and sovereign in the age of LLMs and autonomous agents.

Technical Brand Engineering (TBE): Discipline that transforms brand identity into semantic data and technical systems interpretable by LLMs: Brand Knowledge Base, System Prompt Architecture and Brand RAG Systems.

Brand Knowledge Base (BKB): Vectorized semantic graph that structures all brand assets (positioning, tone of voice, values, guidelines) for faithful ingestion and rendering by LLMs via retrieval augmented generation.

Generative Engine Optimization (GEO): Optimization of brand presence, perception and citation in answers generated by LLMs (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews).

Brand RAG System: Proprietary retrieval-augmented generation pipeline connected to the Brand Knowledge Base. Injects brand DNA into LLM responses to ensure consistency and differentiation without hallucinations.

Brand AI Audit: Comprehensive diagnostic of brand semantic persistence in LLMs: BKB maturity, System Prompt coverage, RAG performance and Global Brand AI Coherence™ Score.

System Prompt Architecture: Design and mapping of system instructions (system prompts) that determine how the brand is interpreted and rendered by LLMs, chatbots and autonomous agents.

Agentic Navigation Readiness: Measure of a brand's technical readiness to be discovered, understood and recommended by autonomous agents and generative answer engines.