How AI assistants choose who to recommend for storm-damage repair

1. What people actually asked
2. What your storm-damage repair page has to explain
3. What the assistants looked for before recommending anyone
4. Your storm-damage 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 storm-damage repair in three different ways. Here is each one, word for word, with how many of the 294 answers it produced between September 4 and October 13, 2026:

• “Storm-damage repair near me — I'm in Dunedin, FL 34698. Who do you recommend?”103 answers
• “Who should I call for storm-damage repair in Largo, FL?”103 answers
• “I need storm-damage repair first thing tomorrow — I'm in Palm Harbor, FL 34683. Who can actually come out?”88 answers, asked with five different timings: today, first thing tomorrow, tonight, tomorrow morning and within the next few hours

Together, the 294 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 35 to 37 answers. By assistant: ChatGPT 112, Claude 110 and Google AI Mode 72.

Customers also call it “storm damage restoration” or “storm damage roof repair”, so use those words on the page as well.

The question underneath all of them

“Can you assess storm-related damage and explain the repair options?” Assessment, temporary protection and permanent repair should not be collapsed into one promise.

What your storm-damage repair page has to explain

Storm damage arrives as one problem but gets solved in stages. Assistants split the job in two: stop the water first with a tarp or board-up, then decide the permanent repair after comparing bids. A roofer's page that promises a full repair without saying how it handles the first night leaves the customer unsure who to call. The page should name each stage and say how the later repair proposal follows the emergency visit.

Many answers sent customers to water restoration companies instead of roofers. That happened when the assistant could not tell which kind of damage a roofer handled. Assistants told customers to describe their damage and ask whether the company handles it or can refer them. A roofer's page should say which storm damage it fixes, such as lifted shingles, roof leaks or a fallen tree, and what it hands off.

After a storm, customers are also being warned. Answers cautioned against door-to-door crews, large upfront payments and signing over an insurance claim on the first visit. A local roofer can answer those warnings directly on its page. It can show its license, explain its deposit terms, and describe how it documents damage for the insurer without asking the customer to sign away control.

What the assistants looked for before recommending anyone

We read all 294 answers to see what the assistants looked for before naming a company for storm-damage 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:

Does the roofer handle this kind of damage?

Assistants often could not tell whether a company handled roof damage, water inside the house or both. Many answers listed water restoration companies next to roofers and told customers to ask about their type of damage. A roofer that names the damage it repairs is easier to recommend for the roof itself.

56% of the answers (166 of 294) brought this up.

Ask whether it handles your type of damage or can refer you to a roofer.

Can the roofer stop the water before the full repair?

When water was coming in, assistants told customers to ask for emergency tarping first and save the repair decision for later. They treated temporary protection and permanent repair as separate jobs. Customers wanted to know a roofer would do the first even if the second came later.

49% of the answers (145 of 294) brought this up.

Ask for a firm arrival window, whether they can tarp/stop intrusion immediately, and whether they are licensed/insured in Florida.

Will the roofer document the damage for insurance?

Many answers told customers to photograph damage before cleanup and ask whether the roofer works with the insurance adjuster. Assistants wanted the roofer's photos and written scope to support the claim. Customers expected help with paperwork, not just a repair.

45% of the answers (131 of 294) brought this up.

Ask whether they'll work with your insurance adjuster, and photograph the damage before anything is moved.

When can a crew actually get here?

Customers asked who could come out tonight or tomorrow morning, and assistants could not confirm anyone. They told customers to call and ask for a firm arrival window. A listing that says only emergency service, without hours or a response window, left that question open.

30% of the answers (89 of 294) brought this up.

I haven't confirmed that any of these companies can come within a few hours, so ask each one for an arrival time when you call.

Is this a local roofer or a storm chaser?

Assistants regularly warned against crews that knock on doors after a storm, ask for a large payment upfront or push customers to sign over their insurance benefits. These warnings shaped which companies customers would trust. A roofer can meet them head on.

29% of the answers (85 of 294) brought this up.

Is the permanent repair written down before work starts?

Answers told customers to get a written scope or estimate before signing anything, and to ask whether permits are needed. A written scope lets the customer compare bids and gives the insurer something to check.

26% of the answers (76 of 294) brought this up.

Ask for proof of liability and workers' comp insurance, and get a written estimate.

What the assistants couldn’t find

In 33 of the 294 answers, the assistant said it couldn’t find or confirm something it needed about a company. By assistant: Claude in 32 of its 110, ChatGPT in 1 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
• When the company could do the work: 5 answers
• Reviews it could check: 4 answers

Assistants most often could not find a phone number, and often could not confirm that anyone could arrive today. A page with a number answered around the clock and a stated response window answers the two questions customers had after a storm.

I couldn't confirm that any company can come out *today*, because the listings are marketing pages.

Where the assistants sent people

Each answer linked to the pages the assistant relied on. Of the 222 ChatGPT and Claude answers about storm-damage repair, this is how many linked at least once to each kind of site:

• A contractor’s own website: 100% (222 answers)
• A directory or review site such as Yelp, Angi or the BBB: 42% (94 answers)
• An official license lookup: 9% (19 answers)
• A manufacturer or home-improvement guide: 5% (11 answers)
• A Google search or Maps page: 2% (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 85% 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 storm-damage repair

Can you come out when the customer needs you?

Assistants could not confirm any roofer's arrival time for tonight or tomorrow morning. Some found office hours that were weekdays only and told customers to ask whether anyone was dispatching.

5 of the 294 answers about storm-damage repair, 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 185 of the 657 conversations where it came up.

Can the customer reach a person?

A missing phone number was the gap assistants reported most for this job. Many sent customers to a contact form, which is slow when water is coming in.

21 of the 294 answers about storm-damage repair, 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 told customers to read Google, BBB and Yelp reviews and check for complaints. Some noted reviews that said a roofer preferred full replacements over repairs.

4 of the 294 answers about storm-damage repair, 4 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 storm-damage repair page checklist

Work through this list on your storm-damage repair page. Each item answers something the assistants looked for above.

1. Use “storm-damage repair”, “storm damage restoration” or “storm damage roof repair” in the page title, the main heading and the first paragraph.
2. List the storm damage you repair, and say what you refer out, such as water extraction inside the home.
3. Say whether you tarp or dry in a storm-damaged roof the same day, and how that visit leads to a repair quote.
4. Explain how you photograph and record storm damage, and whether you meet the adjuster at the property.
5. Say when your storm crews are dispatched, including nights and weekends, and how fast you usually arrive.
6. State your deposit terms, how long you have worked locally, and that you do not require customers to sign over their claim.
7. Describe what your written repair proposal includes, and say that you pull the permit when one is needed.
8. State your storm response hours and the usual arrival window for an active leak.
9. Put a phone number that is answered after hours at the top of the storm-damage page.
10. Link to your recent reviews and point to ones from storm repairs.

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 I do first after storm damage to my roof?

Assistants told customers to ask for emergency tarping if water was coming in, then photograph the damage and notify the insurer before permanent repairs. They kept the emergency visit and the full repair separate. A roofer's page should explain how it handles each step.

How can I tell a real roofer from a storm chaser?

Answers warned about crews that knock on doors, ask for a large payment upfront or push customers to sign over an insurance claim. Assistants told customers to verify the state license and get a written scope. A roofer's page should show its license and deposit terms plainly.

Will a roofer help with my storm damage insurance claim?

Assistants told customers to ask whether the roofer documents damage with photos, writes a scope the insurer can review and meets the adjuster. Some roofers offer this and some do not. The page should say exactly what help the roofer gives with a claim.

Which AI assistants did you test?

ChatGPT, Claude and Google AI Mode. Between September 4 and October 13, 2026, they answered 294 questions about storm-damage repair: ChatGPT 112, Claude 110, 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.

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 storm-damage 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

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• Which services need their own page on a contractor website?