Why Customers Are Fed Up With AI Chatbots
CX Dive, Wednesday, October 14th, 2026
Bots that misunderstand customers drive demands for live agents; experts explain the causes and fixes for CX leaders.
CX expert Brad Cleveland says a bot can understand every word a customer says and still miss the point, because customers conflate issues, use sarcasm or omit context.
Outdated knowledge bases make the problem worse, so organizations must keep source content current and accurate.
He recommends testing with real, frustrated customers in noisy settings rather than polite, scripted ones.
CX leaders should also measure failures and make escalation to a human easy, which can increase trust in AI self-service.