Shelfglance

Agent endpoint

What an agent sees at lakecycling.com

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

ProductPriceCategorySKU
CX178 $179.99 set sg-4-4-4-8 3024318
CX201 $289.99 set aa-8 3020082
MX190 $229.99 set sg-4-4-4-8 3024496
MX21G $299.99 set aa-8-1 3023133
MX201 $289.99 set aa-8-1 3022274
CX239 WIDE $359.99 set aa-8-1 3023641
CX190 $229.99 set sg-4-4-4-8 3024408
CX20R $269.99 set aa-8 3022836
CX177 SALE $125.99 set aa-8 3021332
MX30G WIDE $349.99 set aa-8-1 3023025

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.