How AI assistants choose who to recommend for sump pump repair

1. What people actually asked
2. What your sump pump repair page has to explain
3. What the assistants looked for before recommending anyone
4. Your sump pump 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 sump pump repair in three different ways. Here is each one, word for word, with how many of the 255 answers it produced between September 4 and October 14, 2026:

• “Sump pump repair near me — I'm in St. Petersburg, FL 33713. Who do you recommend?”88 answers
• “I need sump pump repair today — I'm in 34689. Who can actually come out?”87 answers, asked with five different timings: today, tonight, tomorrow morning, first thing tomorrow and within the next few hours
• “Who should I call for sump pump repair in 33781?”80 answers

Together, the 255 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 31 to 32 answers. By assistant: ChatGPT 112, Claude 87 and Google AI Mode 56.

Customers also call it “sump pump fix” or “sump pump service”, so use those words on the page as well.

The question underneath all of them

“Do you investigate the pump, controls and discharge arrangement?” A pump symptom does not establish which part of the system needs attention.

What your sump pump repair page has to explain

Sump pumps are less common in Florida homes, and the answers showed it. Assistants often found general plumbers, drain companies and well pump shops, and could not tell which of them repairs sump pumps. Many told customers to ask whether the plumber works on them regularly, and on their pump type. A page that names sump pump repair and the pump types it services removes that first doubt.

A failing sump pump is often urgent, so the answers focused on who can actually come out. Customers were told to ask for a real arrival window, the emergency or weekend fee and the diagnostic fee. Assistants could rarely confirm anyone's schedule. The page should say when the plumber takes sump pump calls and what a visit costs at each time of day.

A pump symptom does not show which part has failed. Assistants told customers to ask whether the visit checks the float switch, check valve, discharge line and backup power, not only the motor. They also asked whether the plumber can replace the pump on the same visit. A page that describes what the inspection covers, with a real repair example, shows the customer what they are paying for.

What the assistants looked for before recommending anyone

We read all 255 answers to see what the assistants looked for before naming a company for sump pump 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 does the visit cost, and does it count toward the repair?

Assistants told customers to ask for the diagnostic or dispatch fee before booking, and whether it is applied to the repair. They also raised emergency and weekend fees for urgent calls.

29% of the answers (73 of 255) brought this up.

Ask for the diagnostic or trip fee and whether it's applied to the repair.

Is a battery backup part of the conversation?

Assistants often told customers to ask about a battery backup, because storms knock out power when the pump is needed most. Some asked whether the plumber tests the backup during the repair visit.

23% of the answers (59 of 255) brought this up.

Ask for the diagnostic/dispatch fee and whether repair, replacement, or a battery backup is recommended.

How soon can someone get there?

Many customers asked for help today or first thing tomorrow, and assistants could rarely confirm anyone's schedule. They told customers to call and ask for a real arrival window before agreeing to a visit.

18% of the answers (47 of 255) brought this up.

Ask for an arrival window, emergency fee, and whether they carry replacement pumps/float switches on the truck.

Does the visit check the whole system, not just the pump?

Answers told customers to ask whether the plumber checks the float switch, check valve and discharge line. Some said those parts fail more often than the pump motor. Customers wanted the cause found, not just the pump swapped.

17% of the answers (43 of 255) brought this up.

Ask whether they service your exact pump type, whether there’s a dispatch fee, and whether they can test the float switch, check valve, discharge line, and backup power/battery while they’re there.

Does this plumber actually work on sump pumps?

Assistants often could not tell whether a plumber repairs sump pumps or only lists general plumbing. They told customers to ask whether the plumber works on sump pumps regularly and on their type of pump. Many named a company only as a lead to call because of this doubt.

15% of the answers (38 of 255) brought this up.

Ask whether they work on sump pumps specifically.

Can it be fixed on the first visit?

Many answers told customers to ask whether the plumber carries replacement pumps, float switches or check valves on the truck. When water is coming in, a second visit is a real cost.

12% of the answers (30 of 255) brought this up.

Ask if they carry common pumps on the truck, so it can be fixed in one visit.

What the assistants couldn’t find

In 54 of the 255 answers, the assistant said it couldn’t find or confirm something it needed about a company. By assistant: Claude in 48 of its 87, ChatGPT in 6 of its 112 and Google AI Mode in 0 of its 56. 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:

• When the company could do the work: 19 answers
• A phone number or other way to reach the company: 18 answers
• Reviews it could check: 7 answers
• A price or how the job is priced: 4 answers
• Whether the company serves the customer’s town or ZIP code: 4 answers
• A license or insurance it could check: 3 answers

Assistants most often could not confirm that a plumber could come out soon, and often could not find a phone number or confirm it does sump pumps at all. A page that names the job, states when you take calls and shows a working number answers what they kept telling customers to check.

I can't confirm anyone's availability today, so call and ask for an arrival window before you commit.

Where the assistants sent people

Each answer linked to the pages the assistant relied on. Of the 199 ChatGPT and Claude answers about sump pump repair, this is how many linked at least once to each kind of site:

• A contractor’s own website: 98% (196 answers)
• A directory or review site such as Yelp, Angi or the BBB: 47% (93 answers)
• A manufacturer or home-improvement guide: 4% (7 answers)
• An official license lookup: 3% (5 answers)
• A Google search or Maps page: under 1% (1 answer)

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 73% of its 56 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 sump pump repair

Can you schedule the job when the customer needs it?

Availability was what assistants most often could not confirm for this job. Customers wanted someone today or first thing tomorrow, and answers sent them to call and ask.

19 of the 255 answers about sump pump repair, 17 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.

Can the customer reach a person?

Phone numbers were often missing for this job, and some answers refused to guess one. In an urgent repair, a missing number can send the customer to someone else.

18 of the 255 answers about sump pump repair, 17 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.

What do recent customers say?

Assistants often could not verify reviews, and some listings had none yet. Reviews from customers whose sump pump was fixed speak to this job better than general plumbing reviews.

7 of the 255 answers about sump pump repair, 7 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 139 of the 569 conversations where it came up.

Source: How we research what AI assistants recommend.

Your sump pump repair page checklist

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

1. Use “sump pump repair”, “sump pump fix” or “sump pump service” in the page title, the main heading and the first paragraph.
2. State the diagnostic fee, any after-hours or weekend fee, and whether the fee is credited toward the repair.
3. Say whether you test, repair and install battery backups, and explain when you recommend one.
4. Say when you take sump pump calls, how quickly you usually arrive, and how a customer gets a confirmed arrival window.
5. List the parts your sump pump inspection covers and how you test the system before you leave.
6. Name sump pump repair on its own page, and list the pump types you service, such as submersible and pedestal pumps.
7. Say which parts and pumps you carry, and whether you can replace the pump on the same visit if it cannot be fixed.
8. State your hours for sump pump calls, whether you come out nights and weekends, and how fast you usually arrive.
9. Put a working phone number at the top of the sump pump repair page, and say whether it is answered after hours.
10. Link to your recent reviews and point to ones that mention sump pump repairs.

Going further: let assistants see real openings

For planned work like sump pump 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

What should a sump pump repair visit check?

Answers about this job told customers to ask whether the plumber checks the float switch, check valve, discharge line and backup power, not only the pump motor. A page that lists what the inspection covers shows the customer the visit will find the real cause.

Should a sump pump be repaired or replaced?

Assistants told customers to ask for a repair-versus-replacement estimate before work starts. Some said an older pump is often worth replacing. A page that explains how the plumber decides, and whether a new pump can go in on the same visit, answers that question.

Can a plumber come out today for a sump pump?

Assistants could rarely confirm anyone's schedule and told customers to call for a real arrival window. They also told customers to ask about emergency and weekend fees. A page that states your hours and after-hours pricing answers this before the call.

Which AI assistants did you test?

ChatGPT, Claude and Google AI Mode. Between September 4 and October 14, 2026, they answered 255 questions about sump pump repair: ChatGPT 112, Claude 87, Google AI Mode 56.

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 sump pump 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?