Studies consistently show that the large majority of websites have no structured data at all. Of those that do, most have only the bare minimum — typically auto-generated by a CMS plugin, applying generic page-level markup without any reference to an external entity record.
Two groups, one problem
It's tempting to think the divide is between sites that "have schema" and sites that don't — but for the purposes of AI visibility, that divide barely matters. Both groups tend to share the same underlying issue: no entity alignment.
A site with no structured data at all is obviously unconnected to any knowledge base entity. But a site with basic, plugin-generated markup is often just as disconnected — the markup describes the page as a generic "article" or "webpage," without any reference back to a specific entity record. It satisfies a validator. It does very little else.
What alignment actually requires
Meaningful alignment means structured data on your site that includes explicit references connecting your content to an entity's identifier in an external knowledge base — establishing, in machine-readable terms, that this page and that entity describe the same real-world thing.
This is a fundamentally different task from "adding schema" in the conventional sense. It requires:
- An entity record to exist in the first place (which most businesses don't have)
- Knowing the correct identifier for that record
- Implementing structured data that references it correctly
Why this is actually an opportunity
Because this gap is the default state for the vast majority of websites, closing it isn't about out-competing thousands of optimised competitors. It's about doing something that almost nobody in your space has done at all — which is precisely why it can have a disproportionate effect on AI visibility relative to the effort involved.