Shelfglance

Agent endpoint

What an agent sees at lifx.com

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

ProductPriceCategorySKU
LIFX Outdoor SuperColor Spot Light - 1000 Lumens $79.99 set hg-13-3 LFX/LV/SPOT/RND
LIFX Smart Mirror - 1200 Lumens $249.99 set hg-3-47 LFX/MIRROR/3622/RP
LIFX SuperColor Smart Light 1-Pack - 1100 Lumens $29.99 set hg-13-7-4 LHLA19E26CAN
LIFX SuperColor 26" Ceiling Light White Trim - 5200 Lumens $149.99 set hg-13-9-2 LFXCAP26/RGBW/WH/RP
LIFX A19 Smart Light 1-Pack - HomeKit $34.99 set hg-13-7-4 LHLA19E26CA
LIFX SuperColor BR30 Smart Light 2-Pack - 1100 Lumens $49.99 set hg-13-7-4 HB2LHB30E26US
LIFX Everyday Smart Light 2-Pack - 800 Lumens $24.99 set hg-13-7-4 LFXEA19800RGBCW/2
LIFX SuperColor 15" Ceiling Light White Trim - 2850 Lumens $94.99 set hg-13-9-2 LFXRND1556C/WH/RP
LIFX SuperColor Smart Light Bulb 2-Pack $49.99 set hg-13-7-4 HB2LHLA19E26CAN
LIFX SuperColor Luna LED Lamp - 1000 Lumens $79.99 set hg-13-5-1 LFXCAP8/RGBW/WH

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.