AI Customer Support Shows Zero Value for 19% of Users; 4x Higher Failure Rate Than Other AI Applications

According to the Qualtrics 2026 Consumer Experience Trends report, one in five users of AI customer support perceived no benefit, a failure rate approximately four times higher than other AI use cases.