Architecting Authority
in the Age of
Generative AI.
We engineer brand visibility inside the models that are replacing search.
Share of Model
Real-time brand presence across the leading AI engines.
ChatGPT
OpenAI / GPT-4o
MENTION RATE
Gemini
Google DeepMind
MENTION RATE
Claude
Anthropic
MENTION RATE
Grok
xAI / X Platform
MENTION RATE
Perplexity
AI Search Engine
MENTION RATE
Meta AI
Llama 3 / Meta
MENTION RATE
ⓘ Illustrative data. Actual metrics derived from proprietary prompt-testing methodology.
What We Do
Three disciplines. One goal: make your brand the answer AI gives.
AI Narrative Engineering
Building the structured knowledge assets: articles, citations, entity definitions - that AI models absorb, trust, and surface as authoritative answers.
GEO Pathway Optimization
Mapping and shaping the pathways through which AI engines surface your brand: technical schema, llms.txt, structured data, and training-corpus placement.
AI Reputation Management
Tracking and correcting how AI models describe your brand. We identify inaccurate narratives in model outputs and replace them with the story you want told.
Real AI engines. Real brand mentions. Engineered by Kognata.







