Shelfglance

Agent endpoint

What an agent sees at celestron.com

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

ProductPriceCategorySKU
NexStar 8SE Computerized Telescope $1,699.00 set co-3-4-2 11069
NexStar 6SE Computerized Telescope $1,199.00 set co-3-4-2 11068
StarSense Explorer LT 114AZ Smartphone App-Enabled Newtonian Reflector Telescope $259.95 set co-3-4-2 22452
StarSense Explorer LT 80AZ Smartphone App-Enabled Refractor Telescope $249.95 set co-3-4-2 22451
National Park Foundation FirstScope Telescope $79.95 set co-3-4-2 22025
NexStar 4SE Computerized Telescope $749.00 set co-3-4-2 11049
Moon Mission 100mm Tabletop Dobsonian $179.95 set co-3-4-2 22018
Travel Scope 70 DX Portable Telescope with Smartphone Adapter $129.95 set co-3-4-2 22035
StarSense Explorer DX 102AZ Smartphone App-Enabled Refractor Telescope $489.95 set co-3-4-2 22460
Popular Science by Celestron AstroMaster 80AZS Telescope with Smartphone Adapter and Bluetooth Remote $129.88 set co-3-4-2 21182

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.