Visa Tests Show AI Shopping Agents Succeed 57% of Time

Visa's trials of 22 AI shopping agents found purchase success rates ranging widely across products like televisions, laptops and hair appliances.

Updated on Nov. 5, 2026 in Artificial Intelligence

Visa Tests Show AI Shopping Agents Succeed 57% of Time

Live Poll

Would you trust an AI agent to make purchases for you without checking?

Visa tested 22 AI shopping agents with 15 shopping expeditions each and found they completed purchases successfully in about 57% of trials. The company published the results on a website that lets consumers try the agents included in the test.

Why it matters

The results give shoppers a measured view of how reliably AI agents can complete purchases on their behalf. Who bears responsibility for unauthorized purchases or fraud by shopping agents remains unresolved.

Visa ran 15 shopping expeditions for each of 22 agents across televisions, laptops and hair appliances, with the top two agents tying at 82% success. The test does not establish who is liable when an agent makes an unauthorized purchase, and that question remains open.

The players

Visa

Visa is a global payments company whose network processes card transactions worldwide, and it ran the test of AI shopping agents.

The details

Tasks were designed to test whether agents could learn what a shopper wanted when the person did not provide every requirement up front, requiring agents to draw out missing details within a reasonable time. Unsuccessful runs included cases where agents selected an unsuitable product or failed to suggest a suitable match.

November 5, 2026: Visa published the AI shopping agent test results.

The Tech Race

Visa's 22-agent trial gives the industry a first quantified benchmark for agentic commerce, with success rates clustering between 50% and 82% depending on the agent. Competing AI developers whose models appeared in the test now have a public scorecard against which to measure improvements.

Shoppers who hand purchasing tasks to AI agents should expect that roughly four in ten attempts may not complete a satisfactory purchase, based on this test. Checking agent-selected items before confirming a payment remains the practical safeguard while liability for errors stays unsettled.

The takeaway

AI shopping agents are useful but not yet dependable, so reviewing each selected product before paying is the sensible default. Visa's public test site lets readers see the agents' performance for themselves.