Veltro Motor Parts
auto-parts · 5 audit runs · task: find a product and add it to the cart · sample data (illustrative fixture, not a real measurement)
Readiness score
18/100
70% task success · 15% WebMCP tool surface · 15% efficiency (steps to complete). Full rubric in the open methodology.
The WebMCP delta
Agent success via raw UI
20% · avg 16 steps
Agent success via WebMCP tools
No WebMCP tools exposed — this is the opportunity.
Why runs fail here
auth wall1 of 4
ambiguous ui1 of 4
timeout1 of 4
missing info1 of 4
Run log
FAIL ui 25 steps 141.9s auth_wall
FAIL ui 21 steps 148.5s ambiguous_ui
FAIL ui 25 steps 93.6s timeout
PASS ui 16 steps 51.2s
FAIL ui 21 steps 130.4s missing_info