Your About and Press Pages Are Entity Fuel, Not Fluff

Your About and Press Pages Are Entity Fuel, Not Fluff

The About page you treat as an afterthought is where AI reads who you are, who is behind you, and why you are credible. Your press page is where it sees who else has vouched for you. These are not filler. They are entity fuel, the densest concentration of identity signals on your whole store, and most brands waste them on vague mission statements.

By Margareta Petrovic, founder of Visibility Mesh. We measure how legible ecommerce stores are to AI, and publish what we find. Updated August 2026.
Key takeaways
  • The About page you treat as an afterthought is where AI reads who you are, who is behind you, and why you are credible.
  • A real About page names the founder, the origin, what you do, and who it is for, in plain, checkable terms.
  • Your press page is corroboration: third parties describing you, which an engine weighs more than self-description.
  • Write them like they count. They are entity fuel, not filler at the bottom of the nav.

Ask most merchants which pages matter for AI and they will point at products. Ask which page they wrote last and least carefully, and it is usually the About. That is backwards. When a machine wants to understand who a store is, not what it sells, but who is behind it and whether they can be trusted, the About and Press pages are the first places it looks.

Why these pages are fuel
67%
In our June 2026 study, 67% of 216 Shopify storefronts scored below 50 out of 100.
+393%
AI traffic to US retail sites grew 393% year over year in the first quarter of 2026, according to Adobe Digital Insights.
~50M
In mid 2025, about 2 percent of ChatGPT messages were about buying products, which works out to roughly 50 million a day (our estimate from OpenAI research published in September 2025).

What a real About page does

It states the facts of the entity: who founded the business, when, where, what they know, what the company actually does. Real people, real history, real specifics, the raw material for entity recognition. “We are passionate about quality and obsessed with our customers” is fuel for nothing. “Founded in 2019 by a former footwear engineer, based in Newport Beach, specialising in waterproof construction” is identity a machine can use.

About & Press pages are entity fuel, not filler. About and Press pages are where AI reads who you are and why to trust it. ABOUT PAGE, who you are Founder, named and real When and where you started What you actually do Who it is for, in plain terms AI reads: a credible self-description PRESS PAGE. Corroboration Third parties describing you Named outlets and dates Links out to the coverage Awards, features, mentions AI reads: others vouch for the claim About says who you are; Press is the corroboration that you are not just saying so. VISIBILITY MESH SELF + CORROBORATION VM-S-P5-05 · r1.0 DOES AI TRUST YOU?

Why the press page is corroboration

Your press page is where third-party validation lives. Coverage, mentions, recognitions. That external corroboration feeds your citation footprint: it is the difference between you claiming you matter and the wider web confirming it. Real mentions, accurately represented, carry more weight than any adjective on the About page.

Page What AI reads from it
About Who you are, who founded you, why you are credible
Press Third-party corroboration of your claims
Together A self-description that others vouch for
About says who you are; Press proves you are not just saying so. Engines weigh both.

Write them like they count

Use specifics and names, keep them consistent with your NAP details and schema, and disclose your identity in plain text. These two pages are some of the cheapest, highest-impact entity work on a Shopify store. Treat them as fuel, not fluff.

A scan is a snapshot. Legibility drifts

A real About and Press page is never settled. A theme update rewrites your structured data, an app changes a tag, a redesign orphans a page, and the layer that proves who you are regresses silently while the storefront still looks perfect to you. Your store and the web around it change weekly, so a trusted, consistent entity is a moving target, not a one-time pass. That is why serious stores measure, fix, and re-measure, and why we re-scan our own store on a schedule, in public.

Questions people actually ask

Why does my About page matter for AI?

Because it is where a machine reads who is behind the business and whether they are credible. When AI wants to understand who a store is rather than what it sells, the About page is one of the first places it looks for real, specific identity facts.

What makes an About page useful to a machine?

Concrete facts over sentiment: who founded the business, when and where, their relevant expertise, and what the company actually does. Vague mission statements give a machine nothing, while specific, true details become usable identity signals.

What should a press page include for entity trust?

Genuine third-party validation, such as coverage, mentions, and recognitions, represented accurately. That external corroboration feeds your citation footprint and is the difference between claiming you matter and having the wider web confirm it.


See what a machine sees

You cannot tell from your browser whether AI can read your store. You can find out in a few minutes. Run a free scan and see the exact layer the machine reads, and where you are losing the shortlist.

Run my free scan →

Sources: 2026 industry compilations on AI-search visibility; OpenAI (early 2026) on ChatGPT usage and shopping queries; Adobe Analytics (2026) on AI retail traffic; Gartner (2024) on traditional search. Figures are third-party and current as of mid-2026; we publish our own benchmark data as our scan volume grows.

Your buyers are already asking AI. This is how you make your website readable to the assistants they ask.

Everything in this article is measurable on a live storefront. The Full Assessment and Roadmap reads your website the way AI crawlers receive it and hands you every fix in plain English, in the order we would make them.

Full Assessment and Roadmap See all assessments

See whether this applies to your site

This article is about whether AI trusts you; the scan checks your entity data across your pages.

The free scan reads 5 pages of any website as AI crawlers receive them and returns a scorecard with 3 complete findings, each naming the page and the fix. No install, no call, no card.

Run the free scan