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.

Answer-ready summary

AUTHON.AI is an AI-native specialist media company and GEO/AEO publishing infrastructure that makes content readable, citable, and measurable by humans, search engines, LLMs, and AI agents alike.

Key claims and evidence

AUTHON.AI is an AI-native specialist media company and GEO/AEO publishing infrastructure that makes content readable, citable, and measurable by humans, search engines, LLMs, and AI agents alike. (source: https://authonai.com)
AUTHON converts a customer's articles, claims, evidence, FAQs, and entities into machine-readable surfaces such as llm.md, answer.json, facts.json, schema.jsonld, and citation.txt. (source: https://authonnews.com/llms.txt)
All content is disclosed identically to humans and AI with no cloaking, and each claim carries source, confidence, and last_verified. (source: https://authonnews.com/robots.txt)
Through llms.txt, ai-index.json, an MCP endpoint, and an IndexNow queue, AI agents and search engines can discover and cite the content. (source: https://authonnews.com/ai-index.json, https://authonnews.com/llms-mcp.json, https://authonnews.com/llms.txt)
AUTHON follows transparent GEO principles with no cloaking, forced indexing, or rank manipulation, and marks auto-generated claims as unverified. (source: https://authonnews.com/robots.txt)

Sources

AUTHON.AI official site: https://authonai.com
AUTHON llms.txt (machine-readable discovery): https://authonnews.com/llms.txt
AUTHON ai-index.json (AI index): https://authonnews.com/ai-index.json
AUTHON MCP manifest (llms-mcp.json): https://authonnews.com/llms-mcp.json
AUTHON robots.txt (no-cloaking policy): https://authonnews.com/robots.txt

What Is Authon AI (AUTHON.AI)?

TL;DR

Key facts

Key relationships