B2B AI Library
MaturitySignalsGlossaryEntitiesStandardsJournalTools
AI READY reference library · L1 starts here

Make any site AI READY.

A living B2B library for the AI attention economy: maturity levels, machine-readable signals, entities, glossary terms, data dictionaries, cross-references, and practical implementation paths.

Start with L1 DiscoveryAudit your site

Library role

This site is the clean, AI-discoverable category anchor. It explains the system and links to the audit, flagship, store, and company surfaces with UTM discipline.

First free volume

L1 AI Maturity starts with discovery: robots.txt, sitemap.xml, llms.txt and the first proof of machine reachability.

Intent measurement

Every page maps to a topic, signal, glossary term, entity, maturity level, and intent unit so attention can be measured by meaning, not only pageviews.

The 6-volume spine

L1 — Discovery

Can AI find and reach the site?

L2 — Understanding

Can AI understand what the firm does?

L3 — Verification

Can AI verify identity, proof, claims and provenance?

L4 — Memory

Can interactions become structured AI memory?

L5 — Recommendation

Can AI match intents, offers and economic twins?

L6 — Loop

Can the system learn, adapt and operate with HITL?

Latest journal notes

Frequently Asked Questions

What is B2B AI Library?

B2B AI Library is a machine-readable knowledge base for AI maturity, AI signals, AI readiness, and B2B AI infrastructure.

What is AI readiness?

AI readiness means a website or organization can be found, read, understood, verified, and trusted by AI systems.

What are AI signals?

AI signals are machine-readable files, metadata, schema, and proof layers that help AI systems understand and evaluate a website.

Why is sitemap.xml important?

sitemap.xml tells crawlers which pages exist and when they were updated. It is the inventory signal of an AI-readable website.

Why is intents.json important?

intents.json explains what questions the site can answer and which pages should be used for those answers.