Shelfglance

Agent endpoint

What an agent sees at ladygaga.com

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

ProductPriceCategorySKU
Harlequin Exclusive Vinyl $33.00 set ae-2-7 00602475066484
Born This Way The Tenth Anniversary 2CD $18.00 set na 00602438418176
The MAYHEM Ball T-Shirt $50.00 set na 930517323
Vanish T-Shirt $50.00 set na 930517333
The Fame Standard Vinyl $40.00 set na 0602517854772
ARTPOP Black Vinyl $42.98 set na 00602577517051
Harlequin Standard Vinyl $33.00 set ae-2-8-4-1 00602475052876
The MAYHEM Ball Poster $25.00 set na 930517299
MAYHEM Cassette $14.00 set me-3-2 00602475740636
MAYHEM Cross Cutoff $50.00 set na 930517373

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.