Shelfglance

Agent endpoint

What an agent sees at bluefly.com

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

ProductPriceCategorySKU
Hoka Solimar Sneaker $99.99 not set 10007_13118105780000
Bgl Midi Dress $164.99 not set 10007_10503214100000
Bgl Midi Dress $134.99 not set 10007_10504379860000
Bgl Midi Dress $229.99 not set 10007_10506582980000
Theory Shirt $107.99 not set 10007_14157731120000
Co Denim Skirt $139.99 not set 10007_14156572810000
Paige Laurel Bees Knees Jean $49.99 not set 10007_14153644550000
Bgl 2Pc Vest & Pant Set $287.99 not set 10007_10503214060000
Paige Claudine Beach Break High Rise Sleek Ankle Flare Jean $64.99 not set 10007_14155014370000
Tanya Taylor Hendrix Dress $181.99 not set 10007_14156120050000

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 0 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.