Shelfglance

Agent endpoint

What an agent sees at lehmans.com

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

ProductPriceCategorySKU
Lehman's Canned Chicken $9.99 set na 100014847
Lehman's Crispy Ginger Snaps - 2 Bags of Cookies $11.98 not set 15448342
Lehman's 21.5-Qt Water Bath Canner - Choice of Color $74.99 set hg-11-2-3-10-1 1800653
Lehman's Own Laundry Hand Washer with Laundry Wringer $1,279.99 not set 32823325
Lehman's Canned Ground Beef $10.99 set na 100014853
Lehman's Delicious Homemade Egg Noodles $11.99 set fb-2-14 1161940
Lehman's Canned Turkey $9.99 set fb-2-12-2-1 100014851
Lehman's Homemade Fudge $16.99 set na 100021642
Lehman's Camp Dutch Oven - Nitrogen Hardened Cast Iron $45.99 not set 100058686
Lehman's Hori Hori Garden Knife with Sheath $24.99 not set 1661357

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 6 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.