Shelfglance

Agent endpoint

What an agent sees at commercialbulbs.com

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

ProductPriceCategorySKU
125R40/HT 125W R40 Warm White Incandescent Light Bulb $5.89 set hg-13-7-3 CB-0231430
88810 32W PAR38 Soft White LED Light Bulb $45.99 set hg-13-7-4 CB-0010550
LR21671 4.5W Prism Bright White Warm White LED Light Bulb $11.95 set hg-13-7-4 CB-0251248
Pendant 5Lt $515.14 set hg-13-7 CB-9007203
10 pack - 909 T5 Incandescent Light Bulb $1.28 set hg-13-7-2 CB-0003161
LR21208 6W Light Bulb $9.35 set hg-13-7 CB-0213375
546586 250W HID Light Bulb $54.00 set hg-13-7 CB-0264591
2 pack - 9.5 A19 3000K 9.5W A19 Soft White LED Light Bulb $0.99 set hg-13-7-4 CB-0022792
UVD LPT16/850/INT/E26 16W LED Light Bulb $57.09 set hg-13-7-4 CB-0200601
2508 COB 12-24V Warm White 2W T3 Warm White LED Light Bulb $2.99 set hg-13-7-4 CB-0232752

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.