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Customer ServiceMetrigy: AI coaching lifts weak agents more, narrowing the gap with top performers
Customer ServiceResearch1 min read

Metrigy: AI coaching lifts weak agents more, narrowing the gap with top performers

Based on customer ratings reported by companies, top performers' scores rose from 6.4 to 7.9 and low performers' scores from 5.1 to 6.8.

AI closes the gap — Metrigy: AI coaching lifts weak agents more, narrowing the gap with top performers. Two steps of different heights being brought level, with the shorter one propped up from underneath.
AI-generated image

What's happening

According to Metrigy research, AI coaching narrowed the customer-rating gap between top and low performers by 19.4%. Both groups' ratings rose after coaching, but low performers gained more. Among companies that compare customer ratings for their best and worst employees, 46.4% say AI coaching has helped close the performance gap. Meanwhile, 36.2% of companies use coaching but have not yet seen the gap change.

Whose desk it lands on

The contact center head. Did you measure the customer-rating gap between your top and weakest agents before turning on AI coaching?

Our view

The CX Brief's interpretation, not a claim made by the source.

The narrowing looks large because the gap was small to begin with: the customer-rating gap between top and low performers went from 1.3 points to 1.0 point, so it did not close. That nearly half of companies say the gap has closed remains a self-reported claim.

Source

Source:Metrigy·Sample: 108

Reported by: Metrigy·November 3, 2026

Read it on Metrigy →

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