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Applied AI·November 5, 2026·1 min read

Visa tested 22 AI models as shoppers, and they failed 42.8% of the time

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Visa’s benchmark showing 22 AI models failing 42.8% of shopping tasks is a hard constraint on near-term agentic commerce. If you’re planning checkout or purchasing agents, scope them as copilots with human confirmation, not fully autonomous buyers, and instrument failure modes aggressively.