Shelfglance

Agent endpoint

What an agent sees at leonisa.com

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

ProductPriceCategorySKU
Lace Classic Shaper Panty $28.00 set aa-1-6-10-3 012903700S
Back Smoothing Bra with Soft Full Coverage Cups $48.00 set aa-1-6-3 01197070034B
Wireless Support Bra $44.00 set aa-1-6-3 091054801S
Undetectable Padded Butt Lifter Shaper Short $44.00 set aa-1-6-10-3 012889801S
Sheer Stripe Detail Sculpting Bodysuit $68.00 set aa-1-6-10-2 018517700S
Undetectable Backless Moderate Shaper Short $30.00 set aa-1-6-10-3 092063801S
Mesh Front Contouring Bra $48.00 set aa-1-6-3 01197480234B
Short Sleeve Round Neck Shaper Bodysuit $60.00 set aa-1-6-10-1 018536801S
Moderate High-Waisted Shaper Short $44.00 set aa-1-6-10-3 012925801S
Extra High Waisted Firm Shaper Short $64.00 set aa-1-6-10-3 012940700S

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.