AI-delivered service comes across as friendly but scores lower on understanding
In a study that asked 7,001 consumers in seven countries about their recent service experiences, AI-handled interactions scored higher on courtesy than on understanding.
What's happening
According to CMSWire, AI-handled service interactions scored 4.41 on friendliness and 4.08 on understanding in Qualtrics' 2026 Agent Effectiveness Benchmark Study. The study surveyed 7,001 consumers across seven countries about their recent service experiences. In CMSWire's assessment, voice AI fails more often on pauses, interruptions and mid-sentence corrections than on misheard words.
Whose desk it lands on
The contact center leader. Is our voice AI assistant actually solving the customer's problem, or just sounding polite?
Our view
The CX Brief's interpretation, not a claim made by the source.
A polite voice doesn't mean the customer was understood: AI-delivered service scores 4.41 on friendliness but only 4.08 on understanding. According to CMSWire, voice assistants also get timing wrong (missing pauses and mid-sentence corrections) more often than they mishear words. A satisfaction measure that looks at the assistant's tone may not show whether the job actually got done.
