Visibility is not eligibility

Appearing sometimes in AI answers is not the same as being machine-readable by design.

Appearing sometimes in AI answers is not the same as being machine-readable by design.

This note links back into the signal registry, glossary, entities and the L1–L6 maturity spine.

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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.