Shelfglance

Agent endpoint

What an agent sees at retrospec.com

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

ProductPriceCategorySKU
Beaumont City Bike - Step Through 7 Speed $299.99 set na 7154
Beaumont City Bike - 7 Speed $299.99 set na 7147
Chatham Beach Cruiser Bike - Step Through Single Speed $299.99 set na 5141
Chatham Beach Cruiser Bike - Step Through 7 Speed $339.99 set na 5174
Harper Fixie Bike - Single Speed $299.99 set na 6353
Koda 20" Kids Bike (6-8 yrs) $199.99 set na 6419
Culver Road Bike - 14 Speed $399.99 set na 6031
Chatham Plus Aluminum Beach Cruiser Bike - Step Through Single Speed $359.99 set na 3929
Beaumont Plus City Bike - Step Through 8 Speed $299.99 set na 5999
Chatham Plus Aluminum Beach Cruiser Bike - Step Through 7 Speed $419.99 set na 6408

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.