Shelfglance

Agent endpoint

What an agent sees at milkbarstore.com

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

ProductPriceCategorySKU
Gift Card $25.00 set na 12001
The Milk Bar Sampler $60.00 set fb-2-8 54008
Birthday Truffle Sampler $58.00 set fb-2-8 33068
6" Birthday Cake $65.00 set fb-2-1-4 44002
Assorted Cookie Tin - 6 Count $28.00 set fb-2-1-6 77078
Cornflake Chocolate Chip Marshmallow Cookie Tin - 6 Count $28.00 set fb-2-1-6 77008
3-Pack Birthday Truffles $8.00 set na 33019
Chocolate Chip Cookie Truffle Dozen Box $40.00 set fb-2-1-6 33065
Summer Assorted Truffle Box (18 Ct) $58.00 set fb-2-1-2 54019
6" Quadruple Chocolate Cake $65.00 set fb-2-1-4-2 44029

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 10 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.