Shelfglance

Agent endpoint

What an agent sees at flashforge.com

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

ProductPriceCategorySKU
Flashforge Adventurer 5M Pro 3D Printer, Enclosed CoXY Metal Structure, Safe for Home Use $449.00 set el-13-2 DLZ-AD5P-1
Flashforge Creator 5 Pro 4-Toolheads Enclosed Multi-Color 3D Printer | 500% Faster, Zero Purge Waste $949.00 set el-13-2 FF-C5P
Flashforge AD5X – Multicolor 3D Printer for High-Speed, Full-Color Printing $399.00 set el-13-2 DLZ-AD5X-1
Flashforge Adventurer 5M 3D Printer, 600mm/s High Speed, Beginner-friendly $299.00 set el-13-2 DLZ-AD5M-1
Flashforge Creator 5 4-Toolheads Multi-Color 3D Printer | 500% Faster, Zero Purge Waste $799.00 set el-13-2 FF-C5
Flashforge HS PLA Filament $26.99 set el-13-1-5 DLZ-HS PLA-1-175-Black(Black C)-BT
Flashforge PLA-CF Filament $25.99 set el-13-1-5 PLACF-1-BK
Flashforge HS PLA Multicolor Filament $34.99 set el-13-1-5 DLZ-HS PLA Multicolor-1-175-Burnt Titanium-BT
Flashforge HS PETG Filament $22.99 set el-13-1-5 DLZ-HS PETG-1-175-Black(Black C)-BT
Flashforge HS PLA Rainbow Filament $29.99 set el-13-1-5 DLZ-HS PLA Rainbow-1-175-Iridescent Symphony-BT

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.