Shelfglance

Agent endpoint

What an agent sees at littleboxindia.com

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

ProductPriceCategorySKU
Maroon Faux Fishbone Design Romantic One-Shoulder Dress ₹1,099.00 set aa-1-4 DR2444
Halter Tie Bow Knot Maxi Dress in Vanilla ₹1,099.00 set aa-1-4 DR12507
Sleeveless Mini Dress in Dark Red ₹649.00 set na DR11600
Tie Shoulder Layered Ruched Cami Dress In Pink ₹849.00 set aa-1-4 DR1406
Checkered Collared Button Down Fitted Short Sleeve Top ₹699.00 set aa-1-13-7 TP3518
Square Neck Fitted Mini Dress ₹949.00 set aa-1-4 DR12669
Brown Short Dress with Puff Sleeves in Chocolate Brown ₹949.00 set aa-1-4 DR1484
V Neck Flutter Sleeve Draped Flow Dress Curve & Plus in Deep Pink ₹949.00 set na PDR12270
Sweetheart Neck Ruffle Cap Sleeve Maxi Dress in Baby Pink ₹1,449.00 set aa-1-4 DR12443
Puff Sleeve Ruched Mini Dress in Classic White ₹1,299.00 not set DR12064

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 9 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.