Shelfglance

Agent endpoint

What an agent sees at lakhanyonline.com

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

ProductPriceCategorySKU
1 Piece Printed Scarf PKR 80,000 not set LSM-012-H-Scarf
03 Piece Stitched Printed Khaddar PKR 383,400 set na LG-AR-0112-XS
01 Piece Ready to wear Fancy Dupatta PKR 120,000 set na LSM-2005-DUP (02)
01 Piece Ready to wear Fancy Dupatta PKR 129,000 set na LSM-2009-DUP (01)
01 Piece Ready to wear Fancy Dupatta PKR 90,000 set na LSM-3104-DUPATTA
01 Piece Ready to wear Fancy Dupatta PKR 60,000 set na LSM-2022-DUP (28)
01 Piece Ready to wear Fancy Dupatta PKR 99,000 set na LSM-2010-DUP (18)
01 Piece Ready to wear Yarn dyed Shirt PKR 160,000 not set LG-IZ-0142-S
01 Piece Ready to wear Fancy Dupatta PKR 60,000 set na LSM-2002-DUP (05)
01 Piece Ready to wear Yarn dyed Shirt PKR 160,000 not set LG-SK-0187-S

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 7 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.