Who AI assistants recommend for security lighting installation
We asked ChatGPT, Claude and Google AI Mode for security lighting installation recommendations 271 times. Here is what they needed to see on an electrician’s page before naming it to install security lights.
The short answer
Before naming an electrician for security lighting, assistants looked for proof that it installs motion floodlights and outdoor fixtures, not just general wiring. They also wanted the controls named, new wiring explained, weather-rated fixtures, camera options and where the lights would point.
- What people actually asked
- What your security lighting installation page has to explain
- What the assistants looked for before recommending anyone
- Your security lighting installation page checklist
- Questions owners ask
- How we got these numbers
- See it on your own website
What people actually asked
We asked for security lighting installation in three different ways. Here is each one, word for word, with how many of the 271 answers it produced between September 4 and October 13, 2026:
- “Security lighting installation near me — I'm in 33770. Who do you recommend?”96 answers
- “Who should I call for security lighting installation in Seminole, FL 33772?”88 answers
- “Looking for someone to do security lighting installation in Clearwater, FL 33755 in two weeks. Any recommendations?”87 answers, asked with five different timings: in two weeks, sometime this month, next month, in the next few weeks and before the end of the month
Together, the 271 answers covered eight towns in Pinellas County: Clearwater, Dunedin, Largo, Palm Harbor, Pinellas Park, Seminole, Tarpon Springs and St. Petersburg. Each town came up in 33 to 34 answers. By assistant: ChatGPT 112, Claude 103 and Google AI Mode 56.
Customers also call it “motion sensor light installation”, “floodlight installation” or “exterior security light install”, so use those words on the page as well.
The question underneath all of them
“What areas and controls will the security lighting cover?” A lighting installation should state its coverage and controls without promising that it prevents crime.
What your security lighting installation page has to explain
Security lighting sits between several trades. Assistants found general electricians, landscape lighting companies and security system installers, and often could not tell which ones mount motion floodlights. Their answers told customers to ask. A page that names the fixtures the company installs, such as motion floodlights, dusk-to-dawn lights and soffit lights, gives an assistant something specific to point to.
The answers drew a line between swapping a fixture and adding new ones. New exterior wiring, a new circuit or soffit runs can mean a permit and a bigger quote. Assistants told customers to say which they needed and to ask for a written estimate listing the fixtures and whether the wiring is new. The page should explain both jobs and how each is priced.
Customers wanted light where it helps. A few answers told them to ask for coverage of entrances, side yards and dark walkways, not one bright floodlight, and to keep glare off the neighbors. Assistants did not claim lighting stops crime. The page should describe the areas a plan covers and how the sensors and timers are set, without promising more than the lights can do.
What the assistants looked for before recommending anyone
We read all 271 answers to see what the assistants looked for before naming a company for security lighting 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:
Will the lights work with cameras?
Many answers mentioned cameras alongside security lights. Assistants told customers to ask whether the electrician will add wiring for cameras or install camera floodlights the homeowner bought. Customers often wanted one visit to cover both.
37% of the answers (101 of 271) brought this up.
Ask whether they install motion-sensor floodlights and dusk-to-dawn controls, and whether they'll add wiring for cameras.
Motion sensors, dusk-to-dawn or timers?
Most answers told customers to ask whether the electrician installs motion-sensor floodlights and dusk-to-dawn fixtures. Some also mentioned timers and photocells. Customers wanted the controls chosen and set up as part of the job.
35% of the answers (94 of 271) brought this up.
Ask whether they handle motion sensors, dusk-to-dawn photocells, timers, and permits for your specific installation.
Is it a fixture swap or new wiring?
Assistants told customers to say whether they need a simple replacement or new wiring, soffit runs or a new circuit. They said new work may need a permit and changes the price. Customers wanted the estimate to say which kind of job it was.
33% of the answers (90 of 271) brought this up.
Ask for a written estimate that says how many fixtures are included and whether the wiring is new or existing.
Are the fixtures rated for Florida weather?
Many answers told customers to ask for fixtures rated for wet locations, humidity and storms. Homes near the coast were told to ask for corrosion-resistant fixtures. Customers saw this as the difference between lights that last and lights that fail.
26% of the answers (70 of 271) brought this up.
Ask for wet-location fixtures rated for coastal humidity and storms.
Does the electrician install security lighting at all?
Assistants often found electricians whose pages listed rewiring, panels or landscape lighting but not security lights. They told customers to ask whether the company does motion floodlights before booking. Some could not confirm any local company had done this work.
21% of the answers (58 of 271) brought this up.
Ask whether they do floodlights and motion sensors.
Which areas will the lights cover?
Some answers told customers to plan coverage of entrances, side yards and walkways rather than one bright floodlight. Others asked about sensor placement and aiming lights away from neighbors. Customers wanted the layout agreed before the work began.
20% of the answers (55 of 271) brought this up.
Ask whether the quote includes permits, wiring, timers or motion sensors, weather-resistant fixtures, and aiming the lights to avoid glare onto neighboring properties.
What the assistants couldn’t find
In 39 of the 271 answers, the assistant said it couldn’t find or confirm something it needed about a company. By assistant: Claude in 37 of its 103, ChatGPT in 1 of its 112 and Google AI Mode in 1 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:
- A phone number or other way to reach the company: 21 answers
- Reviews it could check: 18 answers
- A license or insurance it could check: 5 answers
- When the company could do the work: 3 answers
Assistants most often could not find a phone number, followed by reviews, and many could not confirm a company does security lighting. A page that names the job, links to reviews and gives a direct number fills those gaps.
I couldn't find a confirmed phone number for most of them, so check each number against the company's own site or Google listing before you call.
Where the assistants sent people
Each answer linked to the pages the assistant relied on. Of the 215 ChatGPT and Claude answers about security lighting installation, this is how many linked at least once to each kind of site:
- A contractor’s own website: 99% (213 answers)
- A directory or review site such as Yelp, Angi or the BBB: 53% (114 answers)
- An official license lookup: 6% (12 answers)
- A manufacturer or home-improvement guide: 4% (9 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 80% 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 security lighting installation
Can the customer reach a person?
Phone numbers were the thing assistants most often could not find for this job. Several sent customers to contact forms or company sites instead.
21 of the 271 answers about security lighting installation, 21 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?
Reviews were often hard to confirm, and few spoke to security lighting specifically. Assistants told customers to read recent Google and Yelp reviews themselves.
18 of the 271 answers about security lighting installation, 18 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.
Is your license current, and can it be checked?
Answers told customers to check the electrical contractor license on Florida DBPR and ask for proof of insurance. Several said exterior wiring calls for a licensed electrician, not a handyman.
5 of the 271 answers about security lighting installation, 5 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 103 of the 142 conversations where it came up.
Source: How we research what AI assistants recommend.
Your security lighting installation page checklist
Work through this list on your security lighting installation page. Each item answers something the assistants looked for above.
- Use “security lighting installation”, “motion sensor light installation” or “floodlight installation” in the page title, the main heading and the first paragraph.
- Say whether you wire for cameras or install camera floodlights, and whether you install fixtures the customer supplies.
- List the controls you install, explain when you recommend each one, and say that they are set up before you leave.
- Explain the difference between replacing a fixture and adding new ones, and say when you pull a permit for new wiring.
- Name the fixture ratings and materials you install outdoors, and what you recommend near the water.
- Give security lighting its own page that names the fixture types you install and shows a finished project.
- Describe how you agree on light and sensor positions with the customer, and show a project with the areas it covers.
- Put a working phone number and a quote request on the security lighting page.
- Link to your recent reviews and point to ones from outdoor or security lighting customers.
- Show the license number with a link to the state lookup, and say what insurance you carry.
Going further: let assistants see real openings
For planned work like security lighting 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 security lights?
Assistants said plug-in or battery lights may not need one. Hardwired floodlights, new exterior wiring or a new circuit call for a licensed electrician and sometimes a permit. The page should explain which jobs need a license.
Motion sensor or dusk-to-dawn: which is better for security lighting?
Answers described motion lights that switch on when someone moves nearby and dusk-to-dawn lights that stay on all night. Many homes use both in different spots. The page should say how the electrician helps choose controls for each area.
What should a security lighting quote include?
Answers told customers to look for the fixtures, motion sensors or photocells, wiring, weather-rated boxes, any permit and the warranty. The page should list each item so quotes are easy to compare.
Which AI assistants did you test?
ChatGPT, Claude and Google AI Mode. Between September 4 and October 13, 2026, they answered 271 questions about security lighting installation: ChatGPT 112, Claude 103, 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.
How we got these numbers
The questions, counts and quotes on this page come from the 271 answers ChatGPT, Claude and Google AI Mode gave between September 4 and October 13, 2026. We asked for security lighting installation in eight 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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