Shelfglance

Agent endpoint

What an agent sees at forever21.com

Searching forever21.com for forever21 the way a shopping agent would returned 10 products. This is what it received.

ProductPriceCategorySKU
Plus Size Sheer Striped Bodysuit $12.98 set aa 013354890102
Plus Size Tropical Floral Print Mini Skirt $9.98 set aa 004628260201
Plus Size Metallic Mini Dress $13.98 set aa 013124800101
Plus Size Reworked Plaid Mini Skirt $8.98 set aa 004621130201
Plus Size Eyelash Lace Midi Skirt $34.99 set aa 013464860103
Plus Size Cheeky Bikini Bottoms $9.99 set aa 013613190104
Plus Size Active Cropped Tank Top $7.98 set aa 004677470101
Plus Size Rhinestone Bikini Combo Shirt $17.98 set aa 013470480101
Plus Size Surplice Cutout Mini Dress $16.98 set aa 012859830101
Plus Size Sequin Zip-Up Vest $34.99 set aa 013371550102

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.