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Operations & Customer Success KPIs

Operations and customer success metrics cover the processes and performance standards that determine service quality, delivery reliability, and operational efficiency. CSAT, first response time, and escalation rate reflect the quality of every customer interaction; on-time delivery rate and fulfillment rate measure supply chain execution; and operational efficiency ratio captures how effectively the organization converts operational investment into output as it scales.

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All Operations & Customer Success Metrics Definitions (8 KPIs)

Each entry includes formula, platforms, causal drivers, benchmarks, and Q&A.

Customer Satisfaction Score
CSAT
Customer Satisfaction Score (CSAT) measures how satisfied customers are with a specific interaction, transaction, or service experience, typically collected immediately after the event via a simple rating scale (1–5 or 1–10 stars, or emojis).
COO Director CS CMO CPO
First Response Time
FRT
First Response Time (FRT) measures the average elapsed time between a customer submitting a support request and receiving the first meaningful human response from the support team.
COO Director CS VP Operations
Ticket Resolution Time
Ticket Resolution Time measures the average elapsed time from when a support ticket is created to when it is marked resolved or closed.
COO Director CS VP Operations
Escalation Rate
Escalation Rate measures the percentage of support tickets that cannot be resolved at the first support tier and must be escalated to a higher-tier specialist, engineering team, or executive.
COO Director CS VP Operations
Inventory Turnover
Inventory Turnover measures how many times a company sells and replaces its inventory during a given period, indicating how efficiently it is managing stock relative to sales volume.
COO CFO VP Operations
On-Time Delivery Rate
OTD
On-Time Delivery Rate (OTD) measures the percentage of orders or projects delivered to customers by the committed delivery date.
COO VP Operations CFO
Fulfillment Rate
Fulfillment Rate measures the percentage of customer orders that can be completely filled from available inventory at the time of ordering, without substitutions, backorders, or partial shipments.
COO VP Operations CFO
Operational Efficiency Ratio
OER
Operational Efficiency Ratio (OER) measures the cost of running operations relative to the revenue those operations generate, expressed as operating expenses divided by net revenue.
COO CFO CEO
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Roles That Own These Metrics

See the full KPI guide for each role that works with Operations & Customer Success Metrics.

COO Guide → VP Operations Guide → Director CS Guide →
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