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How Machine Shops Win Repeat RFQs Before the Competition Sees Them

Andrew Jacob · August 9, 2026

A repeat RFQ is the easiest job you'll ever quote and the one most shops fumble anyway. The customer needs another run of a part you've made before — same drawing, same material, same setup — and they've sent the same request to three shops. You have an enormous advantage the other two don't: you've already run this part, so you know exactly what it costs, how long it takes, and what you charged last time. And yet the quote sits, because answering it means digging through old jobs to reconstruct a number you already produced once. By the time you send it, a competitor who guessed faster has already got the customer's attention.

That's the quiet tragedy of repeat RFQs: they're won on speed, and speed is exactly what shops throw away by treating a known part like a new one. The shop that responds first captures a disproportionate share of the work — and on a repeat part, being first should be automatic, because you're not estimating anything, you're recalling it. With about 82% of small businesses that fail citing cash-flow problems, leaving your easiest, most winnable jobs to a slow scavenger hunt is a leak you can close faster than any other. The advantage is already yours. You're just not using it.

Repeat RFQs are won on speed, not price

The mistake is treating a repeat RFQ like a fresh estimate — carefully re-pricing a part you've already priced. On a genuinely new job, that care is warranted. On a repeat, it's wasted, and worse, it's slow, and slow is how you lose a job you should have owned.

Here's the dynamic. When a customer sends the same RFQ to three shops, they're not primarily shopping price on a part they've bought before — they're looking for who can turn it around. The shop that answers within the hour reads as the reliable one, the one that has its act together, the one already running the part. The shops that take two days read as an afterthought, even if their number is identical. On repeat work, response time is the pitch.

And you're positioned to win it more than anyone, because the two competitors are estimating from scratch while you're recalling a job you've done. The only thing standing between you and a same-hour quote is how fast you can get to your own history.

Why your best repeat customers wait the longest

The cruel twist is that the parts you've run most — for the customers you know best — are often the slowest to re-quote. It's the same comfort trap that slows every familiar quote: the new prospect triggers urgency, the repeat customer triggers "they'll wait." (I've written more on why your best customers get your slowest quotes.)

But there's a mechanical cause on top of the psychological one, and it's specific to repeat RFQs: the answer is buried. "What did I charge for this part last time?" means finding the old job — the right customer, the right drawing, the right run — across months of past work. That dig is annoying enough that the quote gets deferred, and deferred is how a same-hour advantage becomes a two-day disadvantage.

So the shop's single most winnable category of work — repeat parts for known customers — ends up in the slow lane, not because the shop doesn't value it, but because reconstructing a number it already produced is a chore. The information exists. It's just not at hand when the RFQ lands.

Turn your history into a same-hour quote

Winning repeat RFQs is almost entirely a matter of collapsing the distance between the incoming request and your own record of the last time you ran it.

  • Make the part's history findable in seconds, not searchable in an afternoon. When a repeat RFQ arrives, the winning move is pulling up what you charged, what the material ran, and how long the setup took — instantly. If that's a five-second recall instead of a twenty-minute hunt, you quote same-hour by default.
  • Quote from the record, not your memory. Pulling the actual number from the last run is faster and more accurate than re-estimating, and it keeps your pricing consistent across the part's runs instead of drifting each time you re-guess. Consistency matters to repeat customers — a number that jumps around erodes trust.
  • Adjust, don't rebuild. If material moved or volume changed, apply the delta to the known number rather than re-pricing the whole part. A repeat RFQ should be an adjustment to history, not a fresh estimate — that's what makes it fast.
  • Score your repeat-work turnaround separately. The Cash Cycle Scorecard measures quote speed; run your repeat parts through it on their own, because that's where the fastest, cheapest wins are hiding.
The goal is simple: make a repeat RFQ something you answer while the customer is still reading the other two shops' auto-replies.

The shop that answers before lunch

Picture a $500K machine shop where a solid share of monthly RFQs are repeat parts for existing customers. Today those take a day or two each, because every one means finding the old job and rebuilding the number — so the shop wins some, loses some to faster competitors, and never notices the pattern because the losses are silent.

Now give that shop instant recall of every part's history. A repeat RFQ that used to take two days gets answered within the hour, from the real numbers on the last run, before either competitor has replied. The shop doesn't lower its prices or work longer hours — it just stops burying its own advantage. On repeat work, first is a decision, and the shop that recalls fastest gets to make it every time.

Repeat RFQs are the jobs you're built to win: known part, known cost, known customer. The only way to lose them is to be slow, and the only reason to be slow is that your own history is hard to reach. Fix that, and your easiest jobs become your surest ones — answered while the competition is still opening the email.

If you'd rather answer a repeat RFQ in the hour it lands — the part's history, pricing, and last run pulled up instantly instead of dug out of old jobs — Setell remembers every part you've quoted so your easiest work becomes your fastest. Free tier is 3 AI quotes a month; paid plans from $49/mo. Start free.

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