Customer Experience Glossary
Definitions and context for the terms that matter most in modern customer service.

AI Customer Service Agent
Software that autonomously handles customer inquiries without requiring a human agent.
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Agent Utilization Rate
The percentage of time agents spend on productive work versus idle or unscheduled time.
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Average Handle Time (AHT)
The average total time a support agent spends on a customer interaction, including talk time, hold time, and after-call work; a key contact center efficiency metric.
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CSAT (Customer Satisfaction Score)
A metric that measures how satisfied customers are with a specific interaction, typically collected via a post-contact survey asking customers to rate their experience.
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Conversational AI
Technology that enables computers to simulate natural, human-like dialogue — powering the chatbots, voice assistants, and AI agents that handle customer contacts end-to-end at scale.
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Cost Per Contact
The total cost of running customer support divided by the number of contacts handled — the primary financial efficiency metric for contact centers.
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Customer Churn Rate
The percentage of customers who stop doing business with a company over a defined period; the most direct measure of retention failure and a leading indicator of revenue erosion.
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Customer Effort Score (CES)
A metric that measures how much effort a customer had to exert to get their issue resolved — a stronger predictor of loyalty than satisfaction alone.
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Customer Journey Mapping
A visual or structured representation of the steps a customer takes when interacting with a company — used to identify friction, gaps, and opportunities across the full experience.
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Customer Lifetime Value (CLV)
The total net revenue a business expects to generate from a customer over the entire duration of the relationship. This metric reframes support from a cost center to a revenue protection function.
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First Contact Resolution (FCR)
The percentage of customer issues fully resolved on the first interaction — a dual indicator of support quality and cost efficiency, since every repeat contact is both a cost and a loyalty risk.
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First Response Time (FRT)
The time between a customer submitting a support request and receiving the first substantive reply from a human agent or AI — one of the most closely watched speed metrics in customer service.
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Helpdesk vs. CRM: What's the Difference?
A helpdesk manages support tickets; a CRM manages customer relationships. The distinction matters less than most teams think — and the cost of keeping them separate is higher than most realize.
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Human-in-the-Loop (HITL)
An AI design principle in which human judgment is incorporated into an automated workflow — ensuring people remain in control of decisions that exceed the AI's competence or authority.
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