Shelfglance

Agent endpoint

What an agent sees at johnhardy.com

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

ProductPriceCategorySKU
Carved Chain Band Ring, Sterling Silver, 8MM|RB99842 $475.00 set aa-6-9 222417
Icon Link Chain Ring, Sterling Silver, 12MM|RM900921 $495.00 set aa-6-9 246534
Icon Link Chain Ring, Silver, Gold, Wide|RZ900949 $1,250.00 set aa-6-9 247171
Heishi Bracelet, Sterling Silver, 4MM|BU900698 $895.00 set aa-6-3 245288
Love Knot Ring, Sterling Silver, 5MM|RB901039 $550.00 set aa-6-9 246618
Icon Wrap, Sterling Silver, Rubber, 8MM|BU98650BL $1,350.00 set aa-6-3 249943
Naga Ring, Sterling Silver|RBS603551BSP $650.00 set aa-6-9 250121
Spear Flex Cuff, Sterling Silver, 5.5MM|CM901107 $1,195.00 set aa-6-3 250434
JH Essential Pave Ring, Gold, Sterling Silver, Diamonds, 5MM|RZZP988702DI $2,100.00 set aa-6-9 251555
Colorblock Bracelet, Silver, Slim|BUS9012251BULPZBLA $1,250.00 set aa-6-3 249872

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.