Shelfglance

Agent endpoint

What an agent sees at twinkly.com

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

ProductPriceCategorySKU
Strings Multicolor + White €139.99 set hg-13-8 TWS250SPP-BEU
Strings HD Multicolor + White €179.99 set hg-13-8 TWS500SPP-GEU
C9 Bulbs €119.99 set hg-13-8 TWC9040STP-GEU
Candles – Strings USB-C €49.99 set hg-13-8 TWKC100RGB-T
Matrix €199.99 set hg-13-8 TWW500STP-TEU
Strings Multicolor €69.99 set hg-13-8 TWS750STP-BEU
Icicle Multicolor €99.99 set hg-13-8 TWI190STP-TEU
Squares €99.99 set hg-13-9-4 TWQ064STW-07-BEU
Pre-lit Wreath €109.99 set hg-3-76-2 GD20P4425P00
Stars – Strings USB-C €49.99 set hg-13-8 TWKS100RGB-T

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.