How AI assistants choose who to recommend for toilet repair

1. What people actually asked
2. What your toilet repair page has to explain
3. What the assistants looked for before recommending anyone
4. Your toilet repair page checklist
5. Questions owners ask
6. How we got these numbers
7. See it on your own website

What people actually asked

We asked for toilet repair in four different ways. Here is each one, word for word, with how many of the 383 answers it produced between September 4 and October 14, 2026:

• “I need toilet repair first thing tomorrow — I'm in Pinellas Park, FL. Who can actually come out?”104 answers, asked with five different timings: today, tomorrow morning, first thing tomorrow, within the next few hours and tonight
• “Looking for someone to do toilet repair in 33755 in two weeks. Any recommendations?”104 answers, asked with five different timings: sometime this month, in the next few weeks, in two weeks, next month and before the end of the month
• “Who should I call for toilet repair in St. Petersburg, FL?”95 answers
• “Toilet repair near me — I'm in 34689. Who do you recommend?”80 answers

Together, the 383 answers covered eight towns in Pinellas County: Dunedin, Largo, Palm Harbor, Pinellas Park, Seminole, St. Petersburg, Tarpon Springs and Clearwater. Each town came up in 47 to 48 answers. By assistant: ChatGPT 152, Claude 135 and Google AI Mode 96.

Customers also call it “running toilet repair”, “toilet clog”, “toilet leak repair” or “flush valve repair”, so use those words on the page as well.

The question underneath all of them

“Can you repair the fault without replacing the whole toilet?” A running toilet, a leak and a recurring blockage are different complaints; the form should capture the actual symptom.

What your toilet repair page has to explain

A toilet repair is a small job, so the visit fee can be a big share of the bill. Assistants told customers again and again to ask for the service-call fee before booking, and whether it is credited toward the repair. Many also asked for a flat-rate quote instead of hourly billing. A page that states the fee and how repairs are priced answers the first thing customers were told to ask.

Answers treated a running toilet, a leak at the base, a weak flush and a recurring clog as different problems. Assistants asked customers what was wrong and told them to confirm the plumber handles that issue. The page should name the common toilet problems the company fixes, and its booking form should ask which one the customer has.

Customers wanted the toilet fixed in one visit. Answers told them to ask whether the plumber carries common parts such as a fill valve, flapper or wax ring. For an older toilet that keeps failing, they told customers to ask for a replacement price too. A real repair example, naming the problem and the parts used, shows how the company handles both.

What the assistants looked for before recommending anyone

We read all 383 answers to see what the assistants looked for before naming a company for toilet repair, what they told the customer to ask, and what they said they couldn’t find.

What the assistants told customers to ask

Most common first:

What is the service-call fee, and does it go toward the repair?

This was the question assistants raised most for toilet repair. They told customers to ask for the service-call or trip fee before the plumber comes out, and whether it is credited toward the repair.

47% of the answers (180 of 383) brought this up.

Ask whether there is a service-call fee and whether it is credited toward the repair.

Does the plumber fix this specific toilet problem?

Answers regularly named the common problems: a running toilet, a leak at the base, a worn wax ring, a weak flush or a loose flange. Assistants told customers to confirm the plumber handles their exact issue and to ask for a quote for it.

39% of the answers (148 of 383) brought this up.

Ask for a flat-rate quote for your specific problem, such as a running toilet, a leak at the base or a clog.

Will the plumber quote a price before starting?

Many answers told customers to get an upfront or written price before authorizing work. They often asked whether the quote is flat-rate or hourly. Some warned that larger franchises can cost more, so customers should ask first.

34% of the answers (130 of 383) brought this up.

Ask for the service-call/diagnostic fee and an upfront quote before authorizing work.

Does the plumber carry common toilet parts?

Assistants told customers to ask whether the plumber carries common parts such as a fill valve, flapper, wax ring and supply line. The goal was to have the toilet fixed in one visit rather than waiting for a return trip.

23% of the answers (90 of 383) brought this up.

Ask for an arrival window and whether the plumber carries common toilet parts, like a fill valve, flapper or wax ring, so it's fixed in one visit.

When will the plumber arrive?

Customers with an overflowing or constantly running toilet often wanted someone today. Assistants could not see any schedule and told customers to ask for a firm arrival window, not just same day.

13% of the answers (50 of 383) brought this up.

Ask for a firm arrival window, not just "today" — emergency slots fill up fast.

Will the plumber repair the toilet or recommend a new one?

Some answers told customers with an older toilet that keeps failing to ask for a replacement price as well. They wanted to know whether the plumber would repair it or replace it, and what each would cost.

9% of the answers (36 of 383) brought this up.

Ask whether the quote includes a trip or diagnostic fee, and whether they'd repair it or replace it.

What the assistants couldn’t find

In 51 of the 383 answers, the assistant said it couldn’t find or confirm something it needed about a company. By assistant: Claude in 46 of its 135, ChatGPT in 5 of its 152 and Google AI Mode in 0 of its 96. As we asked it, Claude usually says what it couldn’t confirm; ChatGPT and Google AI Mode seldom do, so these counts mostly show what Claude couldn’t find. Most often:

• A phone number or other way to reach the company: 25 answers
• When the company could do the work: 16 answers
• A price or how the job is priced: 10 answers
• Reviews it could check: 6 answers

Assistants most often could not find a phone number, and some found plumbers whose listings never mentioned toilets. A page that names toilet repair, lists the problems fixed and gives a number to call would fill both gaps.

Its listing doesn't mention toilets, so ask before you book.

Where the assistants sent people

Each answer linked to the pages the assistant relied on. Of the 287 ChatGPT and Claude answers about toilet repair, this is how many linked at least once to each kind of site:

• A contractor’s own website: 99% (283 answers)
• A directory or review site such as Yelp, Angi or the BBB: 49% (142 answers)
• A manufacturer or home-improvement guide: 7% (20 answers)
• An official license lookup: 2% (6 answers)
• A Google search or Maps page: under 1% (2 answers)

A contractor’s own website was the page linked most often, so your site is usually what the customer is sent to read.

Google AI Mode works differently. In 83% of its 96 answers, the links opened Google’s own listing for a business rather than a website. There, your Google Business Profile is the page the customer sees, so it needs the same facts as your site.

The checks behind every recommendation, applied to toilet repair

Can the customer reach a person?

Phone numbers were what assistants most often could not find for this job. Some left out lead services that might send the call to an unknown company.

25 of the 383 answers about toilet repair, 25 of them from Claude, said the assistant couldn’t confirm this. In our July–August study across eight trades, it cost a business its place in 147 of the 290 conversations where it came up.

Can you schedule the job when the customer needs it?

Customers often wanted someone today or first thing tomorrow. Assistants could not confirm any opening and told customers to call and ask for a specific window.

16 of the 383 answers about toilet repair, 14 of them from Claude, said the assistant couldn’t confirm this. In our July–August study across eight trades, it cost a business its place in 185 of the 657 conversations where it came up.

What will the job cost?

Answers rarely found toilet repair prices. They told customers to ask for the service-call fee, any after-hours charge and a flat quote before work.

10 of the 383 answers about toilet repair said the assistant couldn’t confirm this. In our July–August study across eight trades, it cost a business its place in 49 of the 366 conversations where it came up.

Source: How we research what AI assistants recommend.

Your toilet repair page checklist

Work through this list on your toilet repair page. Each item answers something the assistants looked for above.

1. Use “toilet repair”, “running toilet repair” or “toilet clog” in the page title, the main heading and the first paragraph.
2. State your service-call fee and whether it is applied to the repair price.
3. List the toilet problems you repair, and let customers choose their problem when they book.
4. Say that you quote a flat price for the repair before work begins, and give starting prices for common fixes.
5. Say which toilet parts your technicians carry, so customers know most repairs can be finished on the first visit.
6. Say how soon you can usually come for a toilet repair and whether evening or weekend visits cost more.
7. Explain when you recommend replacing a toilet instead of repairing it, and what a replacement includes, such as disposal of the old one.
8. Put a working phone number at the top of the toilet repair page and say who answers it.
9. State your hours for repair calls, and say whether same-day or weekend visits are offered.
10. Give your service-call fee and starting prices for common toilet repairs.

Going further: let assistants see real openings

For planned work like toilet repair, a useful opening says whether it is for an assessment or the job itself, and whether the customer’s address is covered.

Merchant Context builds custom integrations with scheduling software so customers and AI assistants can read your current availability. Where your system records the job type, service area, duration and crew capacity, the integration can show those details with each opening, so an assistant can match it to the request instead of guessing.

We scope each connection to the software and data you actually have. A displayed opening is not a confirmed booking: the customer still confirms through your normal booking process, and the information is only useful while it is fresh.

Source: Merchant Context: custom integrations in the AEO service · checked 2026-10-14.

Questions owners ask

How much is a plumber's service-call fee for a toilet repair?

The answers did not find a standard fee. Assistants told customers to ask for the service-call or trip fee before booking, and whether it counts toward the repair. A page should state its own fee and how repairs are priced.

Can a plumber fix a running toilet in one visit?

Answers told customers to ask whether the plumber carries common parts such as a fill valve and flapper, so the repair can be finished on the first visit. A page should say which parts its technicians carry.

When is it better to replace a toilet than repair it?

Assistants told customers with an older toilet that keeps failing to ask for a replacement price along with the repair price. The answers did not set one rule. A page should explain when the plumber recommends replacement and what it includes.

Which AI assistants did you test?

ChatGPT, Claude and Google AI Mode. Between September 4 and October 14, 2026, they answered 383 questions about toilet repair: ChatGPT 152, Claude 135, Google AI Mode 96.

Will these changes guarantee a recommendation?

No. Nobody can promise that. These changes supply what the assistants were looking for in our research. Whether they move recommendations for your business is something to measure after they go live.

See it on your own website

Send us your website address and we’ll make a free preview of your homepage, rewritten so customers and assistants can find your toilet repair answers. You pay only if you accept it: $2,000 a month, month to month, with no build fee.

Get your free homepage preview

Source: Merchant Context: the current website offer · checked 2026-10-14.

Keep reading

• AI search optimization and websites for plumbing companies.
• Which services need their own page on a contractor website?