Shelfglance

Agent endpoint

What an agent sees at thelightingfactory.com

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

ProductPriceCategorySKU
LED A19 REPLACEMENT LAMPS $0.00 not set A19/LED/27K/E26/25WREP
BACKLIT FLAT PANEL LED COLOR SELECTABLE CCT ( 3500K/4000K/5000K) $0.00 not set BL/2X4/CCT/LED/EM
DESIGNER VOLUMETRIC PANEL LED COLOR SELECTABLE CCT ( 3500K/4000K/5000K) $0.00 not set VOL/2X4/CCT/LED
T8/T12 LED LAMP WITH BI PIN BASE DIRECT REPLACEMENT BALLAST DEPENDENT TYPE A- REPLACES FLUORESCENT LAMPS $0.00 not set T8/LED/24/830/BP/DIRECT
LED TRIPLE TUBE PL REPLACEMENT LAMPS - TYPE A BALLAST DEPENDANT $0.00 not set PLT/LED/30K/A/42WREP
EDGELIT FLAT PANEL LED SINGLE CCT $0.00 not set FP/2X4/5000K/LED
( TLF - HB44QF SERIES - 169W ) 400W EQUIVALENT HID 120-277V - 16IN ROUND LED HIGHBAY WHITE FINISH $1,267.99 set hg-13-9 HB44QF1X169U4KGW
LED A21 REPLACEMENT LAMPS $0.00 not set A21/LED/27K/E26/100WREP
T8/T12 LED LAMP WITH BI PIN BASE BALLAST BYPASS TYPE B SINGLE OR DOUBLE ENDED WIRING - REPLACES FLUORESCENT LAMPS $0.00 not set T8/LED/24/830/BP/BYPASS
T8/T12 LED LAMP WITH SINGLE PIN BASE BALLAST BYPASS TYPE B DOUBLE ENDED WIRING - REPLACES FLUORESCENT LAMPS $0.00 not set T8/LED/96/835/SP/BYPASS

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 1 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.