Shelfglance

Agent endpoint

What an agent sees at liveaquaria.com

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

ProductPriceCategorySKU
LiveAquaria® Curved-Edge Aquarium $84.99 set ap-2-4-13 115714
LiveAquaria® Frozen Mysis Shrimp - 3.5 oz Cubes $11.99 set ap-2-4-16-6 113854
Green Reef Chromis $11.99 set ap-1 75715
LiveAquaria® Frozen Spirulina Brine & Mysis Blend - 3.5 oz Cubes $11.99 set ap-2-4-16-6 115661
Clown Triggerfish $149.99 set ap-1 74955
LiveAquaria® Frozen Bloodworms - 3.5 oz Cubes $11.99 set ap-2-4-16-6 113780
LiveAquaria® Professional Reef Salt $91.99 set ap-2-4-12 102891
LiveAquaria® Frozen Spirulina Brine Shrimp - Flatpacks $5.99 set ap-2-4-16-6 115656
LiveAquaria® Orbi Aquarium $187.20 set ap-2-4-13 114056
LiveAquaria® Tubi Aquarium $128.70 set ap-2-4-13 114053

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.