Shelfglance

Agent endpoint

What an agent sees at bando.com

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

ProductPriceCategorySKU
Packing Cube Set - Bits and Bobs $35.95 set lb-9-6 252058
Quilted Pouch - Patchwork $18.95 set lb-3-3 262099
Colorblock Tape Dispenser $14.99 set os-11-9 2408724
Magnetic Shopping List - Colorblock $11.95 set os-4-9-9-5 2400416
Colorblock File Holder $29.95 set os-3-10-1 2401522
Lunch Bag - Charcuterie Party $17.99 set aa 2402420
Cherry Carafe $39.95 set hg-11-10-7-7 2405320
Water Bottle Sling - Cherry Hearts $14.99 set lb-13 252010
Sticker Book - Issue Five $13.95 set ae-2-1-2-8-4 91419
Rattan Market Bag - Fruit Tiles $45.95 set lb-11 262109

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.