Shelfglance

Agent endpoint

What an agent sees at ashford.com

Searching ashford.com for ashford the way a shopping agent would returned 10 products. This is what it received.

ProductPriceCategorySKU
Oakley Men's Sunglasses OO9081-26-203-28 $59.99 set na OO9081-26-203-28
Mido Multifort Men's Watch M0254073606110 $479.00 not set M0254073606110
Luminox Men's Watch X2.2075 $164.99 not set X2.2075
Hamilton Khaki Navy Men's Watch H77455330 $679.00 not set H77455330
Mido Multifort Men's Watch M0054312203100 $539.00 not set M0054312203100
Mido Multifort Men's Watch M0326073605009 $479.00 not set M0326073605009
Invicta Men's Watch IN-48595 $49.99 set na IN-48595
Citizen Axiom Men's Watch CA4582-54E $239.00 not set CA4582-54E
Mido Baroncelli Jubilee Men's Watch M0376081105200 $559.00 not set M0376081105200
GV2 by Gevril Milan Women's Watch 12113B $659.99 set na 12113B

Price, title, description and URL are Shopify’s doing and are filled in for you. Category and SKU are yours, set per product in your admin. Here 3 of 10 carried a category and 10 of 10 carried a SKU.

Read another one

Leave the search term blank and we use the store name. Any Shopify store, not just your own.

What you are looking at

Your store answers AI shopping agents at /api/ucp/mcp, speaking the Universal Commerce Protocol. Shopify switched it on; it is not in your admin and nothing in your theme controls it. We sent it the same search_catalog request an agent would and put the answer in a table. The long version, with what we found across sixty stores, explains why the two columns on the right are the only ones you can change.

This is not a score and nothing here is a fault. If you want the graded version — whether your pages can be read, not just your endpoint — the scan covers that.