Shelfglance

Agent endpoint

What an agent sees at luibelle.com

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

ProductPriceCategorySKU
BAMBOO PINK SMOCKED RUFFLE TRIM DRESS [FINAL SALE] $27.00 set aa-1 L9922_2
BAMBOO BLUE DENIM SMOCK TIERED JUMPER [FINAL SALE] $22.50 set aa-1 L9922_2
BAMBOO WHITE EMBROIDERED BIB BLOUSE $68.00 set aa-1 L21748
BAMBOO BURGUNDY FLARE KNIT JUMPER $88.00 set aa-1 L22039
BAMBOO WHITE SMOCKED RUFFLE TRIM BLOUSE [FINAL SALE] $19.20 set aa-1 L9920_6
BAMBOO NAVY EMBLEM TRIM HIGH WAIST JUMPER [FINAL SALE] $18.00 set aa-1 L9867_2
BAMBOO IVORY PLEATED BIB BLOUSE [FINAL SALE] $14.40 set aa-1 L9901_6
BACE COLLECTION WHITE/TAN STRIPE FLORAL 3/4 SLEEVE DRESS [FINAL SALE] $24.00 set aa-1 L9935_2
BACE COLLECTION WHITE/TAN STRIPE FLORAL ROMPER [FINAL SALE] $19.20 set aa-1 L9934_6M
BAMBOO WHITE EMBLEM TRIM HIGH WAIST JUMPER [FINAL SALE] $18.00 set aa-1 L9869_2

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.