THE AI-READY SITE ARCHITECTURE — PART 1 OF 5

The AI-Ready Site Architecture, Part 1: About

This is the first post in a five-part series on the minimum viable site architecture for AI citation — pages such as: About, Projects, Service Areas, Pricing, and FAQ. Each page in this series does a specific job for AI, and each one links directly into the next. By the end of the series, you’ll have the blueprint for the five pages that do 80%+ of the work of making a business AI-citable.

We’re starting with About, because it’s the foundation everything else stands on.

What This Page Is For, From AI’s Perspective

AI answer engines don’t cite content. They cite entities. Before a model will attach any claim to your business — a review, a project, a price — it needs to confirm you’re a real, verifiable thing in the world, not just a page of words.

That’s the entire job of an About page: confirm the entity. Not persuade, not inspire — confirm. Who are you, since when, under what credentials, operating where. This is where Organization or Person schema lives, and where sameAs links (Google Business Profile, Apple Maps, verified socials, licensing bodies) tell AI “this isn’t a claim, it’s a record.”

The Great Version

A great About page, from AI’s perspective, contains:

• A specific founding date or years-in-business figure — not “years of experience,” an actual number
• A named founder or team, with a real photo
• Credentials, licenses, or certifications, stated explicitly (license numbers where applicable)
• A clear, specific service area claim — not “we serve everyone,” the actual geography
• Organization/Person schema markup, with sameAs links to verified profiles

Example worth studying: a licensed contractor’s About page that states “Licensed and insured since 2004, License #XXXXX, serving Pinellas and Hillsborough counties” does more AI work in one sentence than three paragraphs of “our passion for quality.”

The Bad Version

The pattern we see constantly — and it’s not a knock on any one business, it’s just the default most sites ship with:

A paragraph of mission-statement language (“we believe in quality, integrity, and customer service”) with no founding date, no named person, no credentials, no schema, and a stock photo of people who don’t work there. It reads fine to a human skimming past it. It gives an AI model nothing to extract and nothing to verify. It might as well not exist.

The Interlink Mechanic

The About page doesn’t work alone — its job is to anchor the entity that every other page then builds proof around:

• Links out to Projects (“see the work”) — About claims expertise, Projects proves it
• Links out to Service Areas (“where we operate”) — About states the claim, Service Areas backs it with geography and project density
• Links out to Contact — the NAP (name/address/phone) block should match exactly what’s in your Google Business Profile and schema, no variation

This is the pattern across the whole series: no page stands alone. Each one exists partly to make the next one more credible.

What’s Next

Being a real, verifiable entity means nothing without proof of actual work. That’s where the highest-leverage page in this entire series comes in — Projects, which we cover in Part 2.