Who AI assistants recommend for roof maintenance plans
We asked ChatGPT, Claude and Google AI Mode for roof maintenance plans recommendations 264 times. Here is what they needed to see on a roofer’s page before naming it for a maintenance plan.
The short answer
Before naming a roofer for a maintenance plan, assistants first needed proof that a recurring plan exists at all. Then they looked for how often visits happen, what each visit does, which small repairs are included, and whether the homeowner gets a written report with photos.
- What people actually asked
- What your roof maintenance plan page has to explain
- What the assistants looked for before recommending anyone
- Your roof maintenance plan page checklist
- Questions owners ask
- How we got these numbers
- See it on your own website
What people actually asked
We asked for roof maintenance plans in three different ways. Here is each one, word for word, with how many of the 264 answers it produced between September 4 and October 14, 2026:
- “Looking for someone to do roof maintenance plan in Largo, FL 33770 in two weeks. Any recommendations?”96 answers, asked with five different timings: in two weeks, sometime this month, before the end of the month, next month and in the next few weeks
- “Who should I call for roof maintenance plan in Dunedin, FL?”88 answers
- “Roof maintenance plan near me — I'm in Tarpon Springs, FL. Who do you recommend?”80 answers
Together, the 264 answers covered eight towns in Pinellas County: Clearwater, Dunedin, Largo, Palm Harbor, Pinellas Park, Seminole, St. Petersburg and Tarpon Springs. Each town came up in 33 answers. By assistant: ChatGPT 112, Claude 80 and Google AI Mode 72.
Customers also call it “annual roof maintenance” or “roof tune-up”, so use those words on the page as well.
The question underneath all of them
“What ongoing work does the roof maintenance plan include?” Scheduled inspections, routine tasks and separately charged repairs need distinct terms.
What your roof maintenance plan page has to explain
Most roofers list inspections and repairs, but few say they sell a plan that brings them back. Assistants often found a roofer and still could not tell whether it offered a recurring plan or just a single inspection. Many answers ended by telling the customer to call and ask. A page that names the plan, its visit schedule and how it renews removes that doubt.
The answers warned that a maintenance plan means different things at different companies. Some plans clear gutters and reseal flashing. Others only look at the roof and write it up. Assistants told customers to ask which small repairs are included and which are billed separately. The page has to draw that line in plain words, and say what happens when a visit finds a bigger problem.
Homeowners also buy a plan for the record it leaves. Answers mentioned photo reports, storm follow-up visits, keeping a manufacturer warranty valid and showing an insurer the roof's condition. A real sample report, with the customer's details removed, shows what the homeowner actually receives. The page should also say which roof types the plan covers, such as shingle, tile or flat.
What the assistants looked for before recommending anyone
We read all 264 answers to see what the assistants looked for before naming a company for roof maintenance plans, 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 each visit actually do?
Most answers listed the same visit tasks for customers to ask about: gutter and debris clearing, sealant and flashing checks, and pipe boot or vent checks. Because plans vary so much, the list of tasks is how a customer compares one roofer's plan with another's.
49% of the answers (129 of 264) brought this up.
Ask each one whether the visit includes gutters, sealant/flashing touch-ups, photos, and small repairs, since “maintenance plan” can mean very different things contractor to contractor.
Which repairs are included and which cost extra?
Assistants told customers to ask whether small fixes such as resealing are part of the plan, and whether bigger repairs are billed separately. Customers wanted to know the plan's price would not turn into a surprise bill after the first visit.
41% of the answers (109 of 264) brought this up.
Ask what repairs are covered and what's billed extra.
Does the homeowner get a written report with photos?
Assistants often told customers to ask for a written report with dated photos after each visit. Answers tied these reports to insurance renewals and warranty records, so a report is part of what the customer is paying for.
33% of the answers (86 of 264) brought this up.
Ask for a written report after each inspection.
Are storm checks part of the plan?
Many answers told customers to ask whether the plan includes a check before or after storm season, and priority service after a storm. Some said post-storm visits are often a separate add-on, so customers wanted it spelled out.
30% of the answers (78 of 264) brought this up.
Ask whether the plan includes annual inspections, written/photo reports, gutter or debris clearing, minor repairs, and priority service after storms.
How often does the roofer come back?
Many answers told customers to ask how often inspections happen, and some listings left visit frequency out entirely. Customers were choosing between annual and twice-yearly plans, so the schedule shapes what the plan is worth.
25% of the answers (65 of 264) brought this up.
Ask what each visit includes and how many visits per year.
Is it a recurring plan or a single inspection?
Assistants regularly told customers to ask for a recurring plan, not a single inspection. Many could not tell from a roofer's page which of the two it sold. That doubt often left a roofer as a lead to call rather than a clear match.
24% of the answers (64 of 264) brought this up.
Ask whether they offer a written annual or semi-annual maintenance agreement.
What the assistants couldn’t find
In 36 of the 264 answers, the assistant said it couldn’t find or confirm something it needed about a company. By assistant: Claude in 36 of its 80, ChatGPT in 0 of its 112 and Google AI Mode in 0 of its 72. 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: 10 answers
- A price or how the job is priced: 8 answers
- Whether the company serves the customer’s town or ZIP code: 6 answers
Assistants most often could not confirm that a roofer sold a formal recurring plan, and rarely found its price or a phone number. A page that names the plan, its price and how to sign up answers what they kept telling customers to call about.
I couldn't confirm that any of them advertises a formal roof maintenance plan, so ask each one directly.
Where the assistants sent people
Each answer linked to the pages the assistant relied on. Of the 192 ChatGPT and Claude answers about roof maintenance plans, this is how many linked at least once to each kind of site:
- A contractor’s own website: 99% (190 answers)
- A directory or review site such as Yelp, Angi or the BBB: 45% (86 answers)
- An official license lookup: 7% (13 answers)
- A manufacturer or home-improvement guide: 6% (11 answers)
- A Google search or Maps page: 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 64% of its 72 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 roof maintenance plans
Can the customer reach a person?
Phone numbers were among the things assistants most often could not find for this job. Several answers left numbers out rather than guess, and sent customers to a contact form instead.
21 of the 264 answers about roof maintenance plans, 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?
Assistants often could not verify reviews and told customers to check Google or the BBB themselves. Reviews from plan customers speak to this job better than reviews of a single replacement.
10 of the 264 answers about roof maintenance plans, 10 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.
What will the job cost?
Answers rarely found a price for any roof maintenance plan, so they told customers to ask for the yearly cost. Customers also wanted to know how repairs found during a visit would be priced.
8 of the 264 answers about roof maintenance plans, 8 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 49 of the 366 conversations where it came up.
Source: How we research what AI assistants recommend.
Your roof maintenance plan page checklist
Work through this list on your roof maintenance plan page. Each item answers something the assistants looked for above.
- Use “roof maintenance plan”, “annual roof maintenance” or “roof tune-up” in the page title, the main heading and the first paragraph.
- List every task done at a standard visit, in the order the roofer does them.
- Say which small repairs the plan covers, and how repairs outside the plan are quoted and approved.
- Describe what the report contains and show a real example with the customer's details removed.
- Say whether storm visits are included, how a plan customer requests one, and whether plan customers get priority.
- State how many visits the plan includes each year and when in the year they are scheduled.
- Name the plan on the page and say plainly that it is a recurring agreement, with its term and how it renews.
- Put a working phone number and a way to ask about the plan on the plan's own page.
- Link to your recent reviews and point to ones from customers on the maintenance plan.
- State the yearly price or a starting price, and how repairs outside the plan are charged.
Going further: let assistants see real openings
For planned work like roof maintenance plans, 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 roof maintenance plan include?
Answers about this job most often mentioned scheduled inspections, gutter and debris clearing, sealant and flashing checks, small repairs, and a written report with photos. Plans differ from company to company, so the page should list exactly which of these the plan covers and which cost extra.
How is a roof maintenance plan different from a roof inspection?
An inspection is a single visit that reports on the roof. A plan brings the roofer back on a schedule and often includes small fixes and storm checks. Assistants regularly told customers to ask for a plan rather than a single inspection, so the page should make the difference clear.
Does a roof maintenance plan help with insurance or a warranty?
Assistants told customers to ask whether a plan keeps a manufacturer warranty valid and whether its reports help at insurance renewal. The answers did not say any plan guarantees either. A page should state only what is true for the plan, such as dated photo reports the homeowner keeps.
Which AI assistants did you test?
ChatGPT, Claude and Google AI Mode. Between September 4 and October 14, 2026, they answered 264 questions about roof maintenance plans: ChatGPT 112, Claude 80, Google AI Mode 72.
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 264 answers ChatGPT, Claude and Google AI Mode gave between September 4 and October 14, 2026. We asked for roof maintenance plans 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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