Shelfglance

Agent endpoint

What an agent sees at vitacoco.com

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

ProductPriceCategorySKU
Farmers Organic $33.00 set fb-1-7 901625
Extra Coconut $27.49 set fb-1-7 901637
Coconut Water $27.49 set fb-1-7 901045
Scrunchies $10.00 set aa-2-14-9 850057
Palm Tree Ice Tray $10.00 set hg-11-8-37 850056
Treats® $34.99 set fb-1-10-1 901621
Eau De Coco baseball Cap $29.99 set aa-2-17-1 850055
Coconut Juice $24.99 set fb-1-7 901632
Coconut M🌴LK $22.99 set fb-1-10-1 901582
Fresh Crewneck Tee $39.99 set aa-1-13-8 850022

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.