First response time is how long a customer waits between sending their message and receiving your first reply.
How to measure it without fooling yourself
Three decisions change the number more than any improvement you make.
Does an automatic acknowledgement count? “Thanks, we have received
your message” is not a response to the customer. If you count it, your first response time
becomes two seconds and tells you nothing. Count the first reply that addresses what they
asked.
Do you measure inside business hours or in real time? A message at
11pm answered at 9am is ten hours in real time and twenty minutes in business hours. Both
are legitimate. Only one describes what the customer experienced. Pick one, write it down,
and never switch when the number gets uncomfortable.
Average or median? The average is pulled upward by a handful of
messages that sat for two days. The median tells you what a typical customer waited. Use
the median for how you are doing, and look at the slowest 10% separately, because that is
where complaints come from.
What customers expect
Expectations are faster than most businesses think. A Twilio consumer preferences
report found that 46% of consumers had abandoned a brand in the past year because of slow
responses, and that about half expect a reply within an hour
(Twilio,
a company that sells messaging software, so read it as vendor data).
That is vendor-published research, so treat the direction as reliable and the decimals
as marketing. The direction is enough to act on. An hour is the bar, and most businesses
answering only in office hours are nowhere near it for anything that arrives after
6pm.
What actually moves it
First response time is mostly a staffing and coverage number, which is why it resists
process fixes. The hours nobody is working are the hours that ruin it. One review from a
car detailing business describes the problem exactly: enquiries arrive while the owner is
out servicing customers, and almost all of them come on WhatsApp.
So the realistic levers are: cover the hours you are closed, answer the questions that
do not need you, and get the ones that do need you in front of a person faster. An
automated first reply only helps if it is a real answer. If it is a holding message, you
have improved the metric and not the experience.
Where it misleads
A fast first reply followed by four days of silence scores well and serves nobody. Read
it beside resolution rate and
CSAT. On its own it rewards speaking quickly rather than
helping.
Related terms
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