Shelfglance

Agent endpoint

What an agent sees at shinghingfood.com

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

ProductPriceCategorySKU
Preserved Anchovies with Chill 1 lb CA$28.00 set na JF11030A
Dried Flounder Fish (1 lb) CA$16.90 not set DF3253A
Shing Hing® Dried Squids 228g CA$4.99 set na DQ2707
Dried Seaweed (4A) 16oz CA$20.00 set na SP7013
Preserved Anchovies with Sesame & Chill (1 lb) CA$28.00 set na JF11010A
Preserved Anchovies 454g CA$28.00 set na JF11000A
Shing Hing® Korean Dried Oyster (L) 454g CA$29.90 set na OY0025
Shing Hing® Gift Set (Canadian Sea Cucumber 454g+ Dried Fish Maw 228g) CA$129.00 not set PT8212
Thai Dried Mussels 454g CA$12.99 set na OY1504
Shing Hing® Dried Anchovy 228g CA$7.00 set na DF4218

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 8 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.