Shelfglance

Agent endpoint

What an agent sees at custom-neonsigns.com

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

ProductPriceCategorySKU
Playful Male Panda Neon Sign – Free Name Customization $59.98 set bi-24-3-2 none
Sweet 16 Custom Neon Sign For Birthday $75.00 set bi-24-3-2 none
A Custom Facial Spa Neon Sign $82.78 set bi-24-3-2 none
Sweet Female Panda Neon Sign – Free Name Customization $59.98 set bi-24-3-2 none
Listen To Your Heart Neon Sign $29.84 set bi-24-3-2 none
Nails & Beautiful Neon Light Sign $43.31 set bi-24-3-2 none
Pink Flower Neon Sign $43.00 set bi-24-3-2 none
Pick Up Your Style Neon Sign $39.46 set bi-24-3-2 none
Yellow Angel Wings Neon Sign $84.70 set bi-24-3-2 none
Pink Heart Neon Light Sign $8.66 set bi-24-3-2 none

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 0 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.