How is it different from ordinary content publishing?

Beyond HTML that is 100% identical to what humans see, it ships the units an LLM can take directly — llm.md, answer.json, facts.json, schema.jsonld, citation.txt — and labels every claim with source, confidence, and verification date.

How do AI systems cite the content?

They read each article's llm.md/answer.json or pull structured data via the MCP endpoint (/mcp/v1), then attribute the source per the recommended_citation.

Does it use cloaking or forced indexing?

No. It discloses identical content to humans and AI and relies only on legitimate discovery such as sitemaps and IndexNow.

What is the relationship between authonai.com and authonnews.com?

Both are official AUTHON.AI domains representing the same entity, with authonnews.com serving as the publishing surface.

What Is Authon AI (AUTHON.AI)?

Q: What does Authon AI do?

It is an AI-native specialist media company and GEO/AEO infrastructure that converts a customer's content into machine-readable formats humans and AI agents can both read and cite legitimately.

What Authon AI is

AUTHON.AI is an AI-native specialist media company and GEO/AEO publishing infrastructure that converts a customer's content into machine-readable formats humans and AI agents can read identically and cite legitimately.

What it does

Converts customer assets (articles, claims, evidence, FAQs, entities) into machine-readable surfaces: llm.md · answer.json · facts.json · schema.jsonld · citation.txt
Provides global discovery: llms.txt · ai-index.json · an MCP endpoint (/mcp/v1) · an IndexNow queue
Attaches source / confidence / last_verified to every claim so LLMs can take it as a trustworthy unit.

Principles

It serves 100% identical content with no cloaking (no human/AI divergence) and uses no forced indexing or rank manipulation. Auto-generated claims are explicitly marked confidence: unverified.

Key relationships

What Authon AI is

What it does

Principles