Shelfglance

Agent endpoint

What an agent sees at transparentlabs.com

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

ProductPriceCategorySKU
Body Recomp - Fat Burner $54.99 set hb TPL006101
Hydrate $29.99 set hb-1-9-6 TPL036205
Creatine HMB $49.99 set hb-1-9-6 TPL004109
Organic Vegan Plant-Based Protein $49.99 set hb-1-9-6 TPL021101
Lean Pre-Workout $49.99 set hb-1-9-6 TPL002105
Grass-Fed Whey Protein Isolate $59.99 set hb-1-9-6 TPL005101
Probiotic Advanced Gut Health Formula $45.99 set hb-1-9-6 TPL039101
Grass-Fed Protein+ Bars $39.99 set hb-1-9-6 TPL065101
Mass Gainer $79.99 set hb-1-9-6 TPL014104
Pea Protein Isolate $49.99 set hb-1-9-6 TPL076102

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.