Shelfglance

Agent endpoint

What an agent sees at lbclighting.com

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

ProductPriceCategorySKU
CSL ED3LRIC Eco-Downlight 3" LPD 12W Remodel Fixed IC Housing $138.00 set na ED3LRIC-279050-12S
Leucos Lilith PL55 4-lt 22" Ceiling Light $850.00 not set 0000032
Leucos Lilith PL40 3-lt 16" Ceiling Light $725.00 not set 0000031
Visual Comfort SLCH356C Lowing 2-lt 59" LED Chandelier $1,399.00 set hg-13-9-3 SLCH356CBF
Core LRB 24" 24V LED High Power 90 CRI Rigid Strip $67.07 set na LRB-1124
Core LRB 12" 24V LED High Power 90 CRI Rigid Strip $34.02 set na LRB-1112
Nora NLCBC2-651 6" Cobalt Click LED Retrofit Reflector $68.31 set na NLCBC2-65127WW/A
Leucos Lilith PL70 6-lt 28" Ceiling Light $1,050.00 not set 0000055
Core LSMW50CB-RGB 16-ft Outdoor COB RGB LED Strip Light, 4.6W/ft., 24V $316.31 set hg-13-7-4 LSMW50CB-RGB-16FT-24V
Vibia 0847 Algorithm 14-lt 72" LED Multi-Light Pendant $14,994.00 set na 0847-18/12

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 7 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.