Who AI assistants recommend for smart home electrical installation
We asked ChatGPT, Claude and Google AI Mode for smart home electrical installation recommendations 203 times. Here is what they needed to see on an electrician’s page before naming it for smart home work.
The short answer
Before naming an electrician for smart home work, assistants first needed to see that the company does smart home jobs at all. Then they looked for which platforms and devices it installs, who handles programming and networking, whether the quote covers permits and neutral-wire checks, and who supports the system afterward.
- What people actually asked
- What your smart home electrical installation page has to explain
- What the assistants looked for before recommending anyone
- Your smart home electrical installation page checklist
- Questions owners ask
- How we got these numbers
- See it on your own website
What people actually asked
We asked for smart home electrical installation in two different ways. Here is each one, word for word, with how many of the 203 answers it produced between September 9 and October 14, 2026:
- “Smart home electrical installation near me — I'm in Palm Harbor, FL 34683. Who do you recommend?”104 answers
- “Who should I call for smart home electrical installation in Clearwater, FL 33755?”99 answers
Together, the 203 answers covered 16 towns in Pinellas County: including Palm Harbor, Seminole, St. Petersburg, Clearwater and Dunedin. Each town came up in 4 to 22 answers. By assistant: ChatGPT 88, Claude 67 and Google AI Mode 48.
Customers also call it “smart lighting installation”, “smart switch installation”, “smart thermostat wiring” or “smart home security wiring”, so use those words on the page as well.
The question underneath all of them
“Will the proposed devices work with the systems I already use?” Electrical fitting, network configuration and ongoing software support are different responsibilities.
What your smart home electrical installation page has to explain
Many electricians do the wiring a smart home needs, but their pages never say so. Assistants often found a licensed electrician and still could not tell whether it installs smart switches, hubs or whole-home systems. Answers kept telling customers to call and ask. A page that names the smart home work, and shows a finished job, removes that doubt before the call.
The answers split this job into separate pieces of work. Line-voltage wiring needs a licensed electrician. Low-voltage cabling, network setup and app programming may be done by the same company, a partner or nobody. Assistants told customers to ask who does each part and whether any of it is subcontracted. The page has to draw that line in plain words.
Customers arrive with a platform already chosen, such as Apple Home, Google Home, Alexa, Lutron or Control4. Answers told them to ask whether the installer has worked with that exact system. A list of supported platforms and devices, plus one completed project described start to finish, shows what the homeowner will actually get and who to call when something stops working.
What the assistants looked for before recommending anyone
We read all 203 answers to see what the assistants looked for before naming a company for smart home electrical installation, 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:
Who does the wiring and who does the programming?
Assistants told customers that the electrical wiring and the smart home setup are often separate jobs. They urged customers to ask whether one company does both or splits the work with an integrator. Customers wanted one clear answer about who is responsible for what.
50% of the answers (101 of 203) brought this up.
Ask whether they do the low-voltage and smart-home programming themselves or subcontract it, and who supports it afterward.
Which platforms and devices do they install?
Answers regularly told customers to ask whether the installer handles their exact platform or devices. Customers named Apple Home, Google Home, Alexa, Lutron and Control4, along with thermostats, cameras and doorbells. A company that had worked with the right system was the safer pick.
36% of the answers (73 of 203) brought this up.
Ask whether they've worked with your specific devices, such as hubs, locks or thermostats.
Does the quote cover permits and neutral-wire checks?
Many answers listed what a full quote should include: permits, neutral-wire checks for smart switches, network wiring, programming and testing. Assistants warned that some quotes cover only mounting the devices. Customers compared quotes by what each one left out.
24% of the answers (48 of 203) brought this up.
Ask whether the quote includes neutral-wire work, compatible hubs, permits, and setup/testing of the devices—not just mounting them.
Does this electrician actually do smart home work?
Assistants often found electricians whose pages listed panels, lighting and repairs but never mentioned smart home work. Those companies were named with a note to call and ask, or left off. Customers could not tell a general electrician from one who installs smart systems.
9% of the answers (18 of 203) brought this up.
Ask for examples of smart home jobs they've actually completed.
Who supports the system after installation?
Assistants told customers to ask who supports the system once the installer leaves, and what that support costs. A smart home keeps needing updates and fixes. Customers wanted to know whether a call goes to the electrician, a partner or a device maker.
7% of the answers (14 of 203) brought this up.
Ask who will support the system after installation.
What the assistants couldn’t find
In 35 of the 203 answers, the assistant said it couldn’t find or confirm something it needed about a company. By assistant: Claude in 35 of its 67, ChatGPT in 0 of its 88 and Google AI Mode in 0 of its 48. 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: 20 answers
- Whether the company serves the customer’s town or ZIP code: 11 answers
- Reviews it could check: 6 answers
- A license or insurance it could check: 3 answers
Assistants most often could not find a phone number, and many could not confirm that an electrician does smart home work at all. A page that names the smart home service and shows a working phone number answers what they kept sending customers to ask.
I didn't find reliable phone numbers in the search results, so I haven't listed any rather than guess.
Where the assistants sent people
Each answer linked to the pages the assistant relied on. Of the 155 ChatGPT and Claude answers about smart home electrical installation, this is how many linked at least once to each kind of site:
- A contractor’s own website: 99% (153 answers)
- A directory or review site such as Yelp, Angi or the BBB: 50% (78 answers)
- A manufacturer or home-improvement guide: 12% (18 answers)
- An official license lookup: 6% (10 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 81% of its 48 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 smart home electrical installation
Can the customer reach a person?
Phone numbers were what assistants most often could not find for this job. Many left them out rather than guess and sent customers to each company's website.
20 of the 203 answers about smart home electrical installation, 20 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?
Assistants often found a smart home installer based in another city or a franchise office far away. They told customers to ask whether that office would come to their town or ZIP code.
11 of the 203 answers about smart home electrical installation, 11 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.
What do recent customers say?
Assistants often could not verify reviews and told customers to ask for references from smart home jobs. Reviews of general electrical work said little about how a smart home project went.
6 of the 203 answers about smart home electrical installation, 6 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 smart home electrical installation page checklist
Work through this list on your smart home electrical installation page. Each item answers something the assistants looked for above.
- Use “smart home electrical installation”, “smart lighting installation” or “smart switch installation” in the page title, the main heading and the first paragraph.
- Explain which parts you do yourself, which you hand to a partner, and how the two are coordinated.
- List the platforms and device types you install, and say which ones you are certified or a dealer for.
- Describe what your smart home quote includes, item by item, and what would be priced separately.
- Say on the page that you install smart home systems, and name the kinds of jobs you take on.
- Say what support you offer after the job, how long it lasts and whether it costs extra.
- Put a working phone number and a way to ask about smart home work on the service page itself.
- List the towns and ZIP codes where you do smart home installations, and which office serves each.
- Link to recent reviews and point to ones from customers who had smart home work done.
Going further: let assistants see real openings
For planned work like smart home electrical installation, 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
Do I need an electrician to install smart switches?
Assistants said line-voltage wiring needs a licensed electrician, and told customers to ask whether their switch boxes have neutral wires. Many smart switches need one. A page should say whether the company checks for neutral wires and handles any rewiring the switches require.
Will an electrician set up my smart home app and devices?
It depends on the company. Assistants told customers to ask whether the electrician does the programming and network setup or only the wiring. Some companies work with a separate integrator. The page should say plainly which parts are included.
What should a smart home installation quote include?
Answers most often listed permits, neutral-wire checks, network or low-voltage wiring, device programming, testing and support after installation. Assistants warned that some quotes cover only mounting devices. A page that lists what the quote includes helps customers compare offers.
Which AI assistants did you test?
ChatGPT, Claude and Google AI Mode. Between September 9 and October 14, 2026, they answered 203 questions about smart home electrical installation: ChatGPT 88, Claude 67, Google AI Mode 48.
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.
How we got these numbers
The questions, counts and quotes on this page come from the 203 answers ChatGPT, Claude and Google AI Mode gave between September 9 and October 14, 2026. We asked for smart home electrical installation in 16 towns in Pinellas County, Florida. We collected them with software rather than the consumer apps, which can answer differently. We counted what each answer mentioned, what it said it couldn’t find and where it linked. Quotes never name a business.
The study figures come from an earlier set of assistant conversations in July and August 2026 across eight trades, coded for the reason each business was included or left out. Counts overlap and are never added together.
See it on your own website
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Source: Merchant Context: the current website offer · checked 2026-10-14.
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