{"type":"post","id":"visa-agentic-commerce-benchmark-ai-shopping-agents-pass-5ed122","slug":"visa-agentic-commerce-benchmark-ai-shopping-agents-pass-5ed122","title":"Visa Agentic Commerce Benchmark: AI shopping agents pass only 57.2% of runs","description":"Visa launched an open benchmark that tests whether shopping agents can uncover a buyer’s requirements and make the right purchase-or-no-purchase decision.","retrieval_nugget":"Visa launched an open benchmark that tests whether shopping agents can uncover a buyer’s requirements and make the right purchase-or-no-purchase decision. Across 22 models and 15 scenarios, the overall pass rate was 57.2%, and only 34.2% of scenarios passed on all three attempts. For teams building agents, the results make reliability—not just product matching—a measurable problem.","published_at":"2026-11-07","updated_at":"2026-11-07","record_date":"2026-11-07","date_kind":"published_at","topics":["evals","agents"],"entities":["Visa","Visa Agentic Commerce Benchmark","Visa Payments Frontier","Visa Intelligent Commerce"],"related_patterns":["ai-native-orgs-move-to-review-and-orchestration"],"novelty_label":"new_fact","what_changed":"Visa’s new shopping-agent benchmark reports a 57.2% overall pass rate across 22 AI models and 15 realistic shopping challenges.","prior_refs":["https://newruntime.com/posts/continual-learning-exam-benchmark-finds-best-llm-agent-44b039/","https://newruntime.com/posts/a-separate-public-benchmark-analysis-evaluated-23-models-6f6beb/"],"source_url":"https://usa.visa.com/about-visa/newsroom/press-releases.releaseId.22936.html","source_urls":["https://usa.visa.com/about-visa/newsroom/press-releases.releaseId.22936.html"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:visa-agentic-commerce-benchmark-ai-shopping-agents-pass-5ed122","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/visa-agentic-commerce-benchmark-ai-shopping-agents-pass-5ed122/","markdown":"https://newruntime.com/posts/visa-agentic-commerce-benchmark-ai-shopping-agents-pass-5ed122.md","json":"https://newruntime.com/posts/visa-agentic-commerce-benchmark-ai-shopping-agents-pass-5ed122.json"},"markdown_url":"https://newruntime.com/posts/visa-agentic-commerce-benchmark-ai-shopping-agents-pass-5ed122.md","next_reads":[{"type":"topic","path":"/topics/evals/","url":"https://newruntime.com/topics/evals/","title":"Evals","reason":"Explore the evals topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/evals.md","json_url":"https://newruntime.com/topics/evals.json"},{"type":"topic","path":"/topics/agents/","url":"https://newruntime.com/topics/agents/","title":"Agents","reason":"Explore the agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agents.md","json_url":"https://newruntime.com/topics/agents.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}