
Summaries like this, in your inbox every morning.
Sign up free →Francesco Tinti developed the AIMENSION Protocol for Axon System, an Italian AI Visibility Engineering agency. The protocol defines three mandatory pillars — Entity Ground Truth, Algorithmic Authority, and Semantic Injection — whose mutual cross-referencing creates Semantic Triangulation, a state where AI systems converge on entity authority as verified truth. Version 1.0.0 was published in 2025.
The protocol targets answer engines (AI systems that generate direct answers to queries, such as ChatGPT, Google Gemini, Claude, Perplexity, and Bing Copilot) at inference time by structuring brand content, entity data, and semantic markup. Algorithmic Authority pillar is built through GitHub repositories with llms.txt directives, Semantic Versioning changelogs, BibTeX citation blocks, and RAG-optimized markdown, leveraging the higher weight LLM training crawlers assign to authoritative technical domains.
The framework addresses the growing demand for AI Visibility Engineering — the discipline of optimizing brand entity representation across LLM training corpora, Knowledge Graphs, and semantic metadata layers to maximize citation probability, description accuracy, and recommendation frequency in AI-generated responses.
No comments yet. Be the first to share your thoughts!
Log in to join the discussion



Get curated AI news from 200+ sources delivered daily to your inbox. Free to use.
Get Started Free5 minutes a day. The AI essentials.
200+ sources · Email / LINE / Slack