Shelfglance

Agent endpoint

What an agent sees at levenger.com

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

ProductPriceCategorySKU
Levenger Lap Desk $99.50 set os-6 FA3045 DC
Circa Leather Discbound Notebook $89.50 set os-4-9-9 AL8390 BK CPT
Levenger Medium BookBox $389.50 set fr-19-1-4 FB1545 CH
Levenger Bottled Ink $24.95 set os-11-10-2 PR0220 RBK
True Writer Classic Golden Dark Tortoise Fountain Pen $99.50 set os-11-11-7-3-3 AP19950 M
True Writer Classic Sea Glass Fountain Pen $60.95 set os-11-11-7-3 AP18060 M
Engineer Pen $55.50 set os-11-11-7-3 AP20475 BK BP1
Regatta Ballpoint Pen $49.50 set os-11-11-7-3-1 AP21155 RD BP1
Bomber Jacket Pocket Briefcase $69.50 set os-4-9-9-6 AL9405 BK
True Writer Classic Carrara Pen $79.50 set os-11-11-7-3 AP22120 BP1

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.