Free to read · the opening of AI for Plumbing Pros
The Water Is Already on the Floor
Two futures have been handed to you over the past couple of years, one at a supply counter and one in your inbox, and neither has any bearing on Thursday.
The first future comes in a box, and a few of them are already installed on your route. A shutoff on the main with a radio in it, watching flow, ready to close a house down when the pattern starts to look like a burst line. The pitch is that the house will look after itself. The unspoken half of the pitch is that once a house does its own diagnosing, the person who carries the part to the door can be anybody.
The second future arrives by email four times a week and once a year in a hotel conference room with coffee in urns. Software picks up the ten o’clock call, books it, writes the estimate, follows up with the customer who stopped answering in March, and runs the office you have never been able to justify hiring. The shops that move first will own their service area. The first month costs nothing.
Different people sell the two, and they are the same product: something enormous, set in a year nobody has worked yet, containing nothing you can act on before seven tomorrow morning. Argue about either one all evening and the board is unchanged in the morning. The repipe estimate you promised Thursday is still not written. The heater you red-tagged Tuesday has no price on it yet. The three jobs that went quiet in April are in the folder, worth what they were worth in April.
Next year is not this book’s business. The estimate still owed from Tuesday’s job is.
The first future is the easier one to check, because you can hold it against your own week, and nearly every hour of that week goes through a hand, an ear or a nose.
It does not get under a sink. It has never folded itself into a vanity with a light in its teeth and half an inch of swing on a basket strainer somebody set with a pipe wrench in 1994. It has never crossed a crawlspace on its belly in February. It does not open a wall, and — the part people outside the trade miss — it does not choose where the wall gets opened. One patch of drywall or four is decided by somebody who has listened to a lot of water move inside a lot of walls.
Snaking a line is out of the question. Software cannot feel a cable load up, or know from the handle whether that is a soft stoppage letting go or a head that has found something which will not move.
Gas is the flat one. It cannot smell gas. You come down a basement stair on a call about a laundry standpipe and your own nose stops you three treads from the bottom, and after that a person has to say something out loud, in somebody’s house, with a family in it.
It does not wet-vent a bathroom group. It does not pull a permit, sign an application, or stand in a garage explaining to an inspector why the cleanout came out where it did. It does not carry your license, and no software ever has.
Code is worse than any of that, because it answers with total assurance. Ask about trap arms, venting or hanger spacing and back comes a fluent paragraph with the shape of a code section and none of the doubt. Chapter 10 deals with this properly. Until you get there, take a code answer as the reason for a phone call, never the result of one.
The fear underneath that first future still deserves respect, because pressure on this trade arrives from directions nobody watches. Warranty networks that assign the call and set what you may charge on it. Pay-per-lead outfits selling you phone calls from your own town. Two competitors ranked above you on a map because their pages get answered. No robot with a torch anywhere in that, and all of it about who ends up between your van and a family with water coming through a ceiling, which is the work of Chapters 7 and 9.
Now the concession, because a book that only reassures you is not worth carrying to the truck. Something is genuinely changing, and none of it is anywhere near the pipe. It is on paper.
There is a job inside your job that nobody licenses, tests or pays for, and that job is typing. A repipe has to be written twice, once as a scope and once in language a family can follow, because “hot and cold, twelve fixtures” tells them nothing about the money or the two days their kitchen is out. A twelve-year-old heater needs a repair-or-replace note that does not read like a sales pitch. The day a wall came open and the stack behind it turned out to be cast iron needs a change order that night, not Friday. A camera job needs a report with stills, so a customer at a kitchen table can see what you saw at eighty feet. The morning after a hard freeze needs forty text messages, because there are seventy calls on the board and eleven slots. The annual flush reminders need sending, in theory, every year.
That list is not plumbing. It does not show up on a single invoice. Most of it gets done at a kitchen table after the kids are down, or it does not get done.
That is the pile these tools are good at. They will not find your leak. What they will do is turn what you found into five clear sentences for a homeowner who decided before you opened your mouth that plumbers overcharge.
Where they fail matters just as much, and nobody demonstrating one at a trade show opens with it. The big failure is invention. It makes things up and delivers them in the same level voice it uses for everything that happens to be true. Ask what a job runs and you get a figure with the shape of a price and no source behind it. It has no idea what you charge for an hour, what the counter rang up for that heater at seven, or that the rebate everybody quoted in April ran dry by June.
So the division of labor never changes anywhere in this book. Facts belong to you — sizes, prices, model numbers, whatever the permit desk said when you called. Sentences belong to it. Where the two get hard to tell apart, a WATCH OUT box gives you the check to run, and running it costs a minute: numbers, promises, anything that sounds like a rule.
Here is a Tuesday. Not a disaster. An ordinary one.
It opens at twenty to six with a heater weeping onto a finished floor in a house where the pan drains to nothing, and by half past eight you are in a kitchen with a customer in a robe, deciding the fate of a fourteen-year-old tank. Second call, a kitchen backing up into a laundry sink, and the camera finds roots out at the property line. That family wants a number for a sewer replacement, and soon, because the line will do this again on a weekend. Third call, a hose bib. Fourth, a callback on a cartridge you changed last week, which was not the cartridge.
Home at seven. Dinner, homework, bath. At half past nine you sit down with a phone full of photographs and three things owed. The heater options get written properly, because that one is easiest and you are still fresh: three choices, what each means in a house where two showers run at once, a payment figure at the foot of the page. Thirty-five minutes, and nothing else that left your shop all week reads half as well. It wins.
The sewer number gets started at ten past ten and comes out thin: a scope line, a figure, nine words of explanation. They will think about it. The change order does not get written at all, because Wednesday opens at six with a no-water call and gives nothing back. A week later the sewer family hires somebody else, and it is easy to file that under price. It was timing. The other estimate landed Wednesday evening with photographs in it.
There is a second bill for a week like that, and it never looks like one. Nobody sent the flush reminders that month, so forty water heaters went another year without a conversation, which is next spring’s schedule, empty, eight months early.
The thing to notice is that you can explain a sewer replacement. You explained a water heater beautifully at half past nine the same night. The good version simply costs thirty-five minutes, and a Tuesday hands out no such thing.
So, the scope, plainly.
This is a manual for aiming an everyday AI chat tool at the written side of a service-and-repair plumbing business. ChatGPT, Claude, Gemini — pick whichever, they all do this work. Estimates and three-option presentations. Repair-or-replace notes. Change orders. Emergency triage, and the nudge on an estimate that went quiet. Invoices, the collection ladder, the service agreement offer, the renewals that never get sent. Review replies and review requests. Job records, parts lists, drain reports, homeowner explanations that do not read like a scare. The marketing that keeps sliding off the list. All 150 prompts are numbered, and the library at the back puts the right one on your screen while a customer stands in the hallway.
Each of the 150 was run in all three tools, and the ones that cooperated with only one were cut before print. This is not a forecast of what these things might manage. It is a record of wording that worked.
Here is what it is not. Not a code book, not a permit, not a fixture unit table, not any part of your license. It does not size a water service, and no prompt in here asks it to. Any place this tool comes within reach of something that can cost you — customer information, code, gas, backflow, promises in writing, advertising rules — a RULES CORNER box marks the fence. Chapter 10 puts the whole fence on a few pages, and it is worth reading before a customer’s details go anywhere near a chat window.
Being good with computers is not a requirement. A phone, an email address, half an hour. Chapter 2 is the setup. Chapter 3 is the only real skill, and you have had it since your second year, because briefing one of these tools is writing a work order: the fixture, what the customer says it is doing, what you want looked at first. Same skill, aimed somewhere else.
Last, the size of the promise, because it is small and it should stay honest.
Nothing here gives you a different life. What it gives back is the hour you now spend typing once the last call is done, and by the end of a month, most of the evening around it.
Two things is a normal haul from a book like this: usually the estimate workflow and the Friday pass over the ones nobody answered, with the marketing chapter never opened, and four or five hours coming back every week regardless. That is not falling short. Twelve chapters are a menu.
The crawlspace is not up for grabs. Somebody still has to go under that house in February with a flashlight, a license and a nose that works, and find out why the floor is wet at the far end of the hall. This is a smaller offer than either future came with, and a more useful one: the estimate out before that family finishes dinner, the flush reminders going out on time, and one November evening that is nobody’s but yours.
The next page puts numbers on it.