What eLLMo AI Search finds on BladeHQ in an AI search audit.

Structured data

What an AI engine can confirm about this page without guessing.

1. 01

   Present

   Product and category data are easier to crawl

   In the source audit, this structural readability, not brand strength, is what makes a retailer more citable than the manufacturer.

Verify it yourself

A live, unauthenticated fetch of bladehq.com, checked against the schema types an AI engine looks for first.

Can an AI crawler read this page

What the page body says in text, not what it implies with an image.

1. 01

   Present

   Comparative selection evidence is easier to interpret

   Category pages present comparative product information in a form an answer engine can use directly.

Fix these

Ranked by how much each one changes whether an AI engine can cite this page.

1. 01

   Present

   Manufacturers should match BladeHQ's crawlable product-and-category structure

   In the source audit, BladeHQ's structural readability, not brand strength, is what makes a wholesale marketplace more citable than the manufacturer. A manufacturer closing this gap needs the same crawlable product and comparative-category structure on its own domain.