Shelfglance

Agent endpoint

What an agent sees at lvnes.com

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

ProductPriceCategorySKU
One Shoulder Sheath Black Tie Dress With Slit $129.00 set aa-1-4 LVUS504D06LFA205 Black US2
Men's Grey Pullover Casual Sweatshirt $61.00 not set CGGXH01174 Black S
Men's Black Waffle V-Neck Long Sleeve Sweatshirt $56.00 not set CGGXH01225 Black S
Ivory A Line Short Criss Cross Halter Graduation Dress $89.00 set aa-1-4 LVUS501D09LFA1178 Ivory US2
Pink V-Neck Cocktail Dress with Sequins $126.00 set aa-1-4 LVUS505D06LFA714 Pink US2
Champagne Jersey Deep V Neck A Line Long Prom Dress $135.00 set aa-1-4 LVUS502D10LFA243 Champagne US2
Off the Shoulder A-Line Tulle Ankle Length Little White Dress $99.00 set aa-1-4 LVUS501D10LFA081 White US2
Off The Shoulder Sheath Satin Long White Dress $99.00 set aa-1-4 LVUS503D06LFA654 Ivory US2
Off The Shoulder Sequins Ruffles Little White Dress with Long Sleeves $99.00 set aa-1-4 LVUS503D06LFA656 White US2
Ivory V-Neck A Line Wedding Dress with Ruffles $125.00 set aa-1-22-2 LVUS506D10LFA022 Ivory US2

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 8 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.