Shelfglance

Agent endpoint

What an agent sees at grams28.com

Searching grams28.com for grams28 the way a shopping agent would returned 10 products. This is what it received.

ProductPriceCategorySKU
Strap Attachment Kit Plus $24.00 set na attachment_kit_plus_0902_BK1
MV Agusta x GRAMS28 Racing Jacket $299.00 set na JK503_S_DK NAVY
157 Essential Sling $249.00 set na 157_0902_BK1
Add Initials $18.00 not set INITIAL
154 City Pack $329.00 set na 154_0902_BK1
MV Agusta x GRAMS28 Short Sleeve Sweater $189.00 set na SW503_S_DK NAVY
108 Cardholder | Snowflake $59.00 set na 108_9401_BK2
132 Essential Case Pro $279.00 set na 132_0902_BK1
173 Vertical Sling $269.00 set na 173_2_0902_BK1
38mm Padded Strap $54.00 set na 38mm_paddedstrap_0902_bk1

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 9 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.