Live run · seed twin-1r-ede1dfbfb5ca4f3baac5d3abb2b31409 · Walmart.com

Watching an agent shop.

Task: Buy the everyday chelsea boot in size 10 for under $174 all-in. The agent sees only what the pages show. Every step below is a real model decision; the grade at the end is computed from what the store observed.

Agent is thinking…