AI Commerce Needs MLPerf — and Here's an Early Attempt

Validating a UCP manifest takes a second. Scoring it for agent-readiness takes another. Neither of those answers the harder question: when a real frontier agent — Claude or GPT or Gemini , picked by a user three weeks from now — walks up to your store with an ordinary shopping prompt, does it actually complete a checkout? Compared to the next implementation? Across the models people are actually using? Today there's no shared way to find out. AI commerce has the same coordination problem ML had