Shelfglance

Agent endpoint

What an agent sees at mpenner.com

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

ProductPriceCategorySKU
Lima Peccary Venetian | Brown $795.00 set aa-8 7523574203
The Vee | White $27.50 set aa-1-13-8 160240
Vicente Crocodile Penny Loafer | Brown $1,495.00 set aa 7523594273
Plaid Sportcoat | Ice Blue $3,495.00 set aa-1-10-2-11 168732
Linen Shirt | Pink $97.50 set aa-1-13-7 171980
Lecera II Venetian | Navy $475.00 set aa-8 7523609118
Grey Basketweave Sportcoat $1,210.00 set aa-1-10-2-11 171063
Travel Twill Pant | Brown $325.00 set aa-1-12-11 163905
Jasper II Patent Loafer | Black $550.00 set aa-8 7523609178
Cashmere Polo | Burgundy $695.00 not set 174763

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.