How fast should a machine shop quote?
Buyers expect a number in a day. Most shops take a week. That gap is where jobs are won and lost.
Aim to answer an RFQ in under 24 hours. Most buyers expect a quote that fast, and the shop that responds first and cleanly tends to win the work. The fix is not pricing faster or cutting corners. It is removing the tedious intake step so a human can quote sooner.
A request for quote lands in the inbox on Monday. The estimator is on the floor. It gets opened Wednesday, quoted Thursday, sent Friday. By then the customer has two other numbers and a shortlist you are not on. This is the quiet way small shops lose work: not on price, on speed.
Buyers decide faster than shops quote
In a survey of manufacturing buyers, 67% said they expect a quote within 24 hours, and only 6% will wait more than three days (Modern Machine Shop). Meanwhile most shops quote in three to five business days. The math is unkind: by the time the average quote goes out, most of the buyers who sent it have already stopped waiting. Responding first is not a nicety. It is often the whole game, because the first credible number anchors the decision.
What slow quoting actually costs
A practitioner survey put hard numbers on it. The best shops book about 70% of what they quote; the average books about 51%, which means the typical shop quotes two jobs for every one it wins and burns roughly $1,750 a week on quotes that go nowhere (CNCCookbook). Worse, about 85% of shops admit they skip RFQs entirely when quoting feels too tedious. Every skipped RFQ is a job you did not even get a chance to win, and the reason is almost never the part. It is the friction of quoting it.
Why shops are slow, and it is not laziness
The RFQ arrives as an email with a PDF print. Someone has to open it, read the drawing, pull out the material, quantity, tolerances, and finish, check whether anything is missing, dig up what a similar part quoted at last time, and only then start pricing. That front half, the reading and gathering, is where the days go. It usually sits with one experienced estimator whose knowledge lives in their head, and it competes with running the floor. The pricing is the fast part. The intake is the bottleneck.
What actually helps
Take the intake off the estimator’s plate. When an RFQ arrives, AI can read the email and the print, pull out the part, quantity, material, tolerances, and finish, flag the risky callouts, list what is missing so you can ask before you quote, and surface similar past quotes for reference. What used to take an hour of gathering is ready in a minute, and the estimator opens a quote that is already assembled. That is the RFQ intake step in CitrusWeb Works, our AI-native manufacturing platform. It does not respond for you and it does not lower your standards. It gets you to the pricing decision on the same day the RFQ arrived.
The honest version
AI does not price the job for you, and you should not want it to. Pricing is judgment: your machines, your capacity, your margins, your read on the customer. What AI removes is the tedious part in front of the judgment, the reading and gathering that eats the days. Quote faster by starting sooner, not by thinking less. Answer while the buyer is still waiting, and you are on more shortlists by Friday.