Blog · 5 min read

Quoting a Service Job: Where AI Helps and Where It Will Cost You Money

For a cleaning, repair or service business the quote is the whole game. Here's what AI is genuinely good at in that conversation — and the one thing you must never let it do.

Search for AI prompts for a cleaning business and you'll find lists of twenty. Write a Facebook post. Write a follow-up text. Write a phone script. They're not wrong, but they treat the business as a marketing problem.

It isn't. For a cleaning, repair, gardening or handyman business, the quote is the whole game. Quote too low and you work a Saturday for nothing. Quote too high and you never hear back and never learn why. And most of it happens over a phone or a message, from a photo, before you've seen the place.

So here is the quoting conversation, prompt by prompt — and one place where handing it to a model will cost you real money.

Never let it produce the number

Start here, because it's the expensive mistake.

Ask a model what to charge to clean a three-bedroom house and it will tell you. Confidently, with a range, sometimes with a breakdown. Every figure invented. It doesn't know your city, your travel time, what your supplier charges you, or that the job is on the fourth floor with no lift.

The number is yours. What the model is good at is everything around the number: the questions you should have asked, the things you forgot to include, and the words for the conversation afterwards.

1. The questions you forgot to ask

Most bad quotes come from missing information, not from bad arithmetic. This is the prompt worth having saved and pasted before every job you haven't seen.

I run a [type of service] business. A customer wants a quote for
[what they described, in their words].

List the questions I should ask before quoting, ordered by how much
each one could change the price. For each, say in one line what
changes if the answer is bad.

Don't estimate a price — I'll do that myself.

The value here is the ordering. You already ask about size and date; you may not ask about access, parking, pets, whether anything needs moving, or when they last had it done — and that last one, on a first deep clean, can double the hours.

2. The written quote itself

Once you have your number, the job is to present it so it doesn't read as one lonely figure that invites haggling.

Write a short quote message for [service] at [address type].

My price: [amount]. What's included: [list]. What's not: [list].
Available: [dates]. Valid until: [date].

Structure: what they get, then the price, then what isn't included,
then how to book. Under 150 words, plain language, no sales
adjectives. Friendly, not formal.

The "what isn't included" line is the one people skip because it feels negative. It is the single most useful line in a quote: it prevents the argument on the day, and it makes the price look like a considered scope rather than a guess.

3. "Can you do it cheaper?"

This arrives on maybe a third of quotes and it's where money quietly leaks, because it's easier to knock 15% off than to hold a conversation.

A customer says my quote of [amount] for [service] is too expensive.
They mentioned [competitor / a lower price they were given], if
relevant.

Write a calm reply, 3-4 sentences. Don't run down anyone else, don't
apologise for the price. Offer one genuine option: reduced scope at a
lower price, or a different date, or nothing at all if neither fits.
Tone: level and unbothered.

The key is "reduced scope at a lower price". Discounting the same work teaches the customer that your first number wasn't real. Removing something and charging less for less keeps your rate intact and still gives them a way to say yes.

4. The follow-up nobody sends

Most quotes go out and are never mentioned again. A single follow-up is the cheapest revenue in a service business, and it goes unsent because writing it feels like begging.

I quoted [customer] [amount] for [service] on [date]. No reply.

Write a follow-up message, 2-3 sentences, to send [X] days later.
No pressure, no discount, no "just checking in". Give them an easy
way to say no as well as yes.

Giving them an easy way to say no is what makes it sendable. It also gets you the one thing you actually need: the reason. "We went with someone cheaper" and "we decided to wait until spring" are different problems, and you can only fix them if you know which one you have.

5. Working out whether the job was worth it

This one is after the fact, and it's the one that changes your prices.

Job: [what it was]. Quoted: [amount]. Actual time on site: [hours].
Travel: [hours]. Materials: [cost].

Work out my real hourly rate for this job, including travel. Then
tell me what my quote would have needed to be to hit [target] per
hour.

Here you can safely let it calculate, because every number came from you. Do it for five jobs and you'll find a pattern: usually one type of job that always overruns, and one customer type that always does. That's your pricing fixed.

Three things to check before sending any AI-written quote

No invented numbers. If a price, a duration, or a "typical rate" appears that you didn't type, delete it.

No promises you didn't make. Models add reassurance by habit — guarantees, same-day availability, satisfaction promises. Read for those specifically.

It sounds like you. Customers hiring a service business are hiring a person they'll let into their home. Corporate phrasing works against you here more than in almost any other trade.

Related: pricing and true cost covers the arithmetic behind point 5 — including why a 35% margin means dividing by 0.65, not multiplying by 1.35. And replying to reviews and customer messages covers the conversations that happen after the job.

There's a free demo with 15 prompts, no signup, if you want to see the fill-in-the-blank format first.