Shelfglance

Agent endpoint

What an agent sees at bonton.com

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

ProductPriceCategorySKU
Contour Sculpt Long-Sleeve Jumpsuit $99.90 set aa 004991980101
Fitted Scoop-Neck Tank Romper $120.00 set aa 012873580102
Scoop Ribbed Knit Jumpsuit $79.90 set aa 013246320202
Satin & Lace Bustier Jumpsuit $160.00 set aa 012753060101
Pleated Bustier Cami Romper $120.00 set aa 012999530101
Hooded Polar Bear Jumpsuit $299.90 set aa 013122850202
Ribbed Seamless Bralette $99.90 set aa 004503310103
Satin Lingerie Corset Cami $199.90 set aa 013247100102
Asra Ruffle Top $200.00 set aa 260192-9939
Lace Shortie Panties $129.90 set aa 013485170202

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.