Shelfglance

Agent endpoint

What an agent sees at leatherology.com

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

ProductPriceCategorySKU
Thin Bifold Wallet Black Onyx $80.00 set aa-5-5 LWS01115B10135
Thin Bifold Wallet Black Oil $110.00 set aa-5-5 LWS01115A30515
Small Double Zip Toiletry Bag Brown $140.00 set lb-3 LWS12627B10340
Thin Bifold Wallet RFID Brown $90.00 set aa-5-5 LWS01115B10R40
Thin Bifold Wallet Brown $80.00 set aa-5-5 LWS01115B10340
Thin Bifold Wallet Navy Blue $80.00 set aa-5-5 LWS01115B10375
Thin Bifold Wallet Mahogany $110.00 set aa-5-5 LWS01115A30516
Bifold Wallet with Flap Black Onyx $125.00 set aa-5-5 LWS01102B10135
Slim Card Case Black Oil $60.00 set aa-5-5 LWS01105A30515
Double Zip Toiletry Bag Brown $170.00 set lb-3 LWS12602B10340

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.