Who AI assistants recommend for home services in Treasure Island, FL

1. What people actually asked
2. What your Treasure Island page has to explain
3. What the assistants looked for before recommending anyone
4. Your Treasure Island 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 60 different questions here between October 9 and October 14, 2026. These are the six asked most, word for word, with how many of the 102 answers each produced:

• “Air purifier installation near me — I'm in Treasure Island, FL 33706. Who do you recommend?”2 answers
• “I need circuit breaker replacement tomorrow morning — I'm in 33706. Who can actually come out?”2 answers
• “I need commercial HVAC repair within the next few hours — I'm in 33706. Who can actually come out?”2 answers
• “I need sewer-line repair first thing tomorrow — I'm in Treasure Island, FL. Who can actually come out?”2 answers
• “I'm looking to get duct installation done in 33706 in the next few weeks. Who should I get quotes from?”2 answers
• “I'm looking to get water filtration system installation done in Treasure Island, FL 33706 sometime this month. Who should I get quotes from?”2 answers

The other 54 questions asked for other jobs or worded the request differently. All 102 answers were about Treasure Island, in Pinellas County (ZIP codes 33706). By assistant: ChatGPT 42, Claude 42 and Google AI Mode 18.

The questions covered 25 specific jobs. The most asked here, each with its own post:

• circuit breaker replacement (8 answers)
• commercial HVAC repair (6 answers)
• duct installation (6 answers)
• ductless mini-split installation (6 answers)
• sewer-line repair (6 answers)
• toilet installation (6 answers)
• water filtration system installation (6 answers)
• whole-house repiping (6 answers)

The question underneath all of them

“Will any contractor actually come out to Treasure Island, and can I check them before I call?” Across HVAC, plumbing and electrical, assistants often could not confirm anyone served 33706, so they named Pinellas County contractors and told customers to ask.

What your Treasure Island page has to explain

The questions here covered HVAC, plumbing and electrical work; no roofing jobs were asked about in Treasure Island. In all three trades, assistants could not confirm that a contractor served the town far more often than in the largest research towns. They often named contractors from St. Petersburg, St. Pete Beach or Madeira Beach, then told the customer to ask whether they come to the island.

When a contractor was found, its page often left out the job asked about. A plumber did not mention sump pumps, an electrician did not mention aluminum wiring, an HVAC company did not mention ductwork. Assistants told customers to ask before counting on that company. A Treasure Island page should name each trade and the specific jobs done on the island.

The same checks came up in every trade. Answers told customers to look up the Florida license on the state DBPR site, get the price in writing and ask whether the permit and inspection are included. Some answers also raised salt air and storm power outages near the water. A Treasure Island page can say what the contractor does about each.

What the assistants looked for before recommending anyone

We read all 102 answers to see what the assistants looked for before naming a company for home services in Treasure Island, FL, 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:

Which nearby town does the crew come from?

Most contractors the answers named were based in St. Petersburg, the other beach towns or elsewhere in Pinellas County. Assistants told customers to ask how quickly a crew could get to the island.

82% of the answers (84 of 102) brought this up.

Ask whether they cover Pinellas County and how fast they can get to you.

Does the contractor serve Treasure Island and 33706?

In every trade, assistants looked for a contractor that named Treasure Island or 33706 and often found none. They told customers to ask each company about coverage when calling.

51% of the answers (52 of 102) brought this up.

The searches didn't confirm that any of them serve that exact ZIP code, so ask when you call.

Does the page name the job the customer needs?

Assistants often found a contractor in the right trade whose page did not mention the job asked about. They told customers to ask whether the company did that job before booking.

48% of the answers (49 of 102) brought this up.

The listing doesn't mention sump pumps, so ask whether they install them.

Can the customer look up the license?

Plumbing, electrical and HVAC answers all told customers to look up the Florida license on the state DBPR site and ask for proof of insurance. Some said license claims on a company’s own page were unverified.

44% of the answers (45 of 102) brought this up.

Ask for the license number and proof of insurance.

Will the price be in writing?

Answers in every trade told customers to get written, itemized quotes from more than one contractor. They wanted each quote to say what was included before the work began.

44% of the answers (45 of 102) brought this up.

Ask for an itemized written quote that separates parts from labor.

Are the permit and inspection included?

For repiping, sewer work, breakers, surge protectors and HVAC installs, assistants told customers to ask whether the quote included the permit and inspection, and who pulls the permit.

17% of the answers (17 of 102) brought this up.

Ask whether each includes the permit and inspection.

What the assistants couldn’t find

In 42 of the 102 answers, the assistant said it couldn’t find or confirm something it needed about a company. By assistant: Claude in 42 of its 42, ChatGPT in 0 of its 42 and Google AI Mode in 0 of its 18. 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: 28 answers
• Whether the company serves the customer’s town or ZIP code: 15 answers
• Reviews it could check: 14 answers
• When the company could do the work: 7 answers

Compared with the larger towns: Claude said it couldn’t confirm something in 42 of its 42 answers about Treasure Island (100%), and couldn’t confirm that any company served Treasure Island in 15 (36%). In the eight largest towns we studied, those figures were 40% and 4%.

For a contractor that works on the island, this is an opening. Assistants often could not confirm anyone served Treasure Island, and most often could not find a phone number. A page for each trade that names the island and 33706 and gives a working number answers both.

I couldn't find a Treasure Island contractor that independent reviews single out as the best, so I can't give you one top pick.

Where the assistants sent people

Each answer linked to the pages the assistant relied on. Of the 84 ChatGPT and Claude answers about home services in Treasure Island, FL, this is how many linked at least once to each kind of site:

• A contractor’s own website: 100% (84 answers)
• A directory or review site such as Yelp, Angi or the BBB: 37% (31 answers)
• A manufacturer or home-improvement guide: 8% (7 answers)
• A Google search or Maps page: 5% (4 answers)
• An official license lookup: 5% (4 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 56% of its 18 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 home services in Treasure Island, FL

Can you come out when the customer needs you?

Questions asked for help the next morning, this week or before the end of the month. Assistants could not see who had an opening and told customers to call each company and ask.

7 of the 102 answers about home services in Treasure Island, FL, 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 185 of the 657 conversations where it came up.

Can the customer reach a person?

Phone numbers were what assistants most often could not find, in every trade here. Many left numbers out rather than guess and pointed customers to a website or contact form.

28 of the 102 answers about home services in Treasure Island, FL, 28 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.

Do you serve the customer’s town or ZIP code?

In Treasure Island, coverage was the first question in all three trades. Assistants often could not confirm a contractor served 33706, so they named contractors from nearby towns and told customers to ask.

15 of the 102 answers about home services in Treasure Island, FL, 15 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 350 of the 554 conversations where it came up.

Source: How we research what AI assistants recommend.

Your Treasure Island page checklist

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

1. Use “Treasure Island” in the page title, the main heading and the first paragraph.
2. Say where your crews leave from and how long they usually take to reach Treasure Island.
3. Name Treasure Island and 33706 in the service area for each trade you do there.
4. List the specific jobs you do in Treasure Island under each trade, in the words a homeowner would use.
5. Show the Florida license number for each trade, with a link to the DBPR lookup, and name your insurance.
6. Say what your written quote lists for common Treasure Island jobs, and how you price larger ones.
7. Say which of your Treasure Island jobs need a permit, that you pull it, and whether its cost is in the quote.
8. Say how soon each trade can usually reach a Treasure Island address.
9. Put one working phone number on your Treasure Island page that matches your Google listing.
10. Name Treasure Island and 33706 on each trade’s page, and say which town your crews start from.

Going further: let assistants see real openings

For an urgent job, “open now” doesn’t answer the customer’s real question: can the right technician get to this address within the next few hours?

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 contractor’s Treasure Island page say?

Answers about Treasure Island most often could not confirm who served the island or find a phone number. A Treasure Island page should name the town and 33706 and say where your crews start from. It should also list the jobs you do there and give a working number that matches your Google listing.

Which trades did people ask about in Treasure Island?

The questions here asked about HVAC, plumbing and electrical work, from duct installs and mini-splits to repiping, sewer repair, breaker replacement and surge protectors. No roofing questions were recorded for Treasure Island in this research.

Should my Treasure Island page mention salt air?

If it affects your work, yes. Some HVAC answers told Treasure Island customers that salt air wears down outdoor units and to ask about coated or corrosion-resistant equipment. Say what you install or recommend near the water, without promising how long anything will last.

Which AI assistants did you test?

ChatGPT, Claude and Google AI Mode. Between October 9 and October 14, 2026, they answered 102 questions about home services in Treasure Island, FL: ChatGPT 42, Claude 42, Google AI Mode 18.

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 Treasure Island 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

• Who AI assistants recommend for HVAC work in Treasure Island, FL
• Who AI assistants recommend for plumbing work in Treasure Island, FL
• Who AI assistants recommend for electrical work in Treasure Island, FL