Queue Analytics

Measuring Wait Times

How to measure wait times accurately.

Published 2026-07-20 Updated 20 July 2026 1 min read

Quick answer

Measure wait times by joining time to called time for every customer, and separately capture perceived wait with a post-service rating—the gap shows the experience you can fix without adding staff.

Key takeaways

  • Track join-to-call time for all
  • Capture perceived wait separately
  • Compare the two for the gap
  • Slice by queue and hour
  • Use the gap to target fixes
On this page

Actual wait

Join time to called time, captured automatically by a digital queue. Read queue analytics.

Perceived wait

One post-service question: 'how did the wait feel?' Compare to the clock to find the real problem—see perceived wait time.

Why both matter

Two queues can have identical average wait but very different satisfaction. The gap is the experience. See queue performance metrics.

Measure with features, pricing, industries, or book a demo.

Frequently asked questions

How is actual wait measured?+

The queue timestamps join and call; the difference is the actual wait, captured automatically.

Why measure perceived wait too?+

Because satisfaction tracks perception, not the clock; the gap reveals the experience you can fix without adding staff.

Parent topic

Queue Analytics

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