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Resources / GA Applications

Guide / Information architecture

Make important website facts clear enough to verify and reuse.

An AI-readable website is first a human-readable, crawlable website. Put important facts in initial HTML, use descriptive headings and links, keep entity details consistent, cite changeable claims and add structured data that matches visible content. No markup or file can guarantee inclusion or citation by an AI system.

Questionwhat the reader needs
Evidencedefinitions and boundaries
Next stepa useful action path
Why it matters

Answer first

State the useful conclusion before elaboration.

CHAPTER 01

Put the answer in accessible text.

Do not hide essential meaning in animation or client-only rendering.

01.1

Answer first

State the useful conclusion before elaboration.

01.2

Entity facts

Keep names, services and contact details consistent.

CHAPTER 02

Expose relationships clearly.

Use semantic hierarchy and crawlable links.

02.1

Pages

Give each primary intent one canonical URL.

02.2

Links

Connect service, industry, place, proof and source.

CHAPTER 03

Make claims traceable.

Help readers verify what may change.

03.1

Sources

Cite reputable material beside the claim.

03.2

Schema

Mark only content visible on the page.

Continue through the resources system.

Each route answers a different operating question while retaining the same standards for evidence, responsibility and a usable next step.

Questions worth resolving

What to clarify before committing.

Does llms.txt guarantee AI visibility?
No. It may be supplementary documentation, but crawlability and useful public content remain primary.
Is schema enough?
No. Structured data supports interpretation but must match substantial visible content.

Bring the real problem

Review how machines and people receive the current site.

Bring representative pages and the facts customers most need to verify.