How AI assistants choose who to recommend for tile roof repair
We asked ChatGPT, Claude and Google AI Mode for tile roof repair recommendations 264 times. Here is what they needed to see on a roofer’s page before naming it for a tile roof repair.
The short answer
Before naming a roofer for tile repair, assistants needed to know it really works on tile and on the customer's kind, clay or concrete. They then looked for whether it checks the underlayment and flashing beneath the tiles, can match old tile, offers a temporary dry-in, and puts its findings in writing.
- What people actually asked
- What your tile roof repair page has to explain
- What the assistants looked for before recommending anyone
- Your tile roof repair page checklist
- Questions owners ask
- How we got these numbers
- See it on your own website
What people actually asked
We asked for tile roof repair 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:
- “I need tile roof repair first thing tomorrow — I'm in Tarpon Springs, FL 34689. Who can actually come out?”96 answers, asked with five different timings: tonight, tomorrow morning, today, first thing tomorrow and within the next few hours
- “Who should I call for tile roof repair in 33772?”88 answers
- “Tile roof repair near me — I'm in 33770. 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 “clay tile roof repair”, “concrete tile roof repair” or “tile roof replacement”, so use those words on the page as well.
The question underneath all of them
“Do you repair my type of tile roof and explain the affected area?” Visible tile work and work on components beneath it should be distinguished in the proposal.
What your tile roof repair page has to explain
Many roofers list tile among their materials, but assistants often could not confirm any real tile experience. Some listings showed up under shingle repair or did not mention tile at all. Answers warned that crews used to shingles may crack more tiles just walking the roof. A page that says which tile types the roofer repairs, clay or concrete, and shows recent tile jobs settles what assistants kept telling customers to ask.
The broken tile a homeowner can see is often not the cause of the leak. Answers said tile leaks often start in the underlayment or flashing underneath. Assistants told customers to ask whether a repair covers those layers, not just replacing cracked tiles. A tile repair page should explain how the roofer checks beneath the tiles and how its proposal separates tile work from the work underneath.
Matching is its own problem. Older tile can be hard to find in the same profile and color, and assistants told customers to ask how a roofer handles it. The page should say whether the roofer keeps matching tile, how it sources it, and what happens when no match exists. Customers also asked whether the roofer repairs individual tiles or pushes a full replacement.
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 tile roof 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 repair cover what is under the tiles?
Assistants told customers to ask whether a roofer inspects and repairs the underlayment and flashing, not just the visible broken tiles. Several said tile leaks are often underneath rather than in the tile. A repair that only swaps tiles may not stop the leak.
48% of the answers (128 of 264) brought this up.
Ask about underlayment and flashing, since leaks in tile roofs are often there rather than in the tiles.
Does the roofer really work on this kind of tile?
Assistants often could not confirm that a roofer worked on tile at all. They told customers to ask about experience with their tile type, clay or concrete, and for recent tile jobs as references. Tile needs different handling than shingles.
35% of the answers (93 of 264) brought this up.
Ask whether they have experience with your tile type, such as concrete or clay.
Can the roofer stop a leak before the tile repair?
When water was coming in, assistants told customers to ask for a temporary dry-in or tarp first, since the tile repair may wait for materials. They also asked whether the first visit is a real repair or only a tarp or inspection.
29% of the answers (77 of 264) brought this up.
Ask whether the visit is a temporary tarp/stabilization or a permanent tile repair, and get the trip/after-hours price before authorizing work.
Will the findings be written down?
Answers told customers to get a written inspection or estimate before authorizing work. Assistants wanted it to separate broken-tile replacement from underlayment or decking repairs. That separation lets the customer see what is actually wrong.
21% of the answers (56 of 264) brought this up.
Ask for a written inspection distinguishing broken tiles from underlayment or flashing problems, since replacing visible tiles alone may not fix a leak.
Can the roofer match the existing tile?
Assistants told customers to ask whether matching replacement tiles are available, since older tile can be hard to match. A repair with tiles that do not match may look worse than the damage.
17% of the answers (46 of 264) brought this up.
Ask for a Florida license number, proof of insurance, a written repair scope, and whether matching replacement tiles are available.
Will the roofer repair, or push a replacement?
Assistants told customers to ask whether a roofer repairs individual broken tiles or only replaces whole sections or roofs. Customers wanted a repair when a repair would do.
8% of the answers (22 of 264) brought this up.
Ask each company for their Florida roofing license number, proof of insurance, and whether they repair just broken tiles/underlayment instead of pushing a full replacement.
What the assistants couldn’t find
In 38 of the 264 answers, the assistant said it couldn’t find or confirm something it needed about a company. By assistant: Claude in 35 of its 80, ChatGPT in 3 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: 19 answers
- A license or insurance it could check: 7 answers
- When the company could do the work: 7 answers
- Reviews it could check: 5 answers
Assistants most often could not find a phone number, and often could not confirm that a roofer worked on tile. Many listings did not mention tile at all, so customers were told to ask before booking.
None of the sources I found confirm tile-specific skill.
Where the assistants sent people
Each answer linked to the pages the assistant relied on. Of the 192 ChatGPT and Claude answers about tile roof repair, 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: 49% (94 answers)
- An official license lookup: 8% (16 answers)
- A manufacturer or home-improvement guide: 3% (5 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 tile roof repair
Can the customer reach a person?
A missing phone number was the gap assistants reported most for this job. Some found the same company listed with different numbers and called that a warning sign.
19 of the 264 answers about tile roof repair, 19 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.
Can you schedule the job when the customer needs it?
Customers with a leak wanted someone tomorrow morning, and assistants could not confirm anyone. They also noted that matching tile can delay the permanent repair.
7 of the 264 answers about tile roof repair, 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 185 of the 657 conversations where it came up.
Is your license current, and can it be checked?
Answers told customers to check the Florida roofing license on the DBPR site and ask for proof of liability and workers' comp insurance. Some pages showed no license number.
7 of the 264 answers about tile roof repair, 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 103 of the 142 conversations where it came up.
Source: How we research what AI assistants recommend.
Your tile roof repair page checklist
Work through this list on your tile roof repair page. Each item answers something the assistants looked for above.
- Use “tile roof repair”, “clay tile roof repair” or “concrete tile roof repair” in the page title, the main heading and the first paragraph.
- Explain how you check the underlayment and flashing on a tile repair, and say whether that work is in the quote.
- Name the tile types you repair, and show recent tile repairs with the material used on each.
- Say whether you provide temporary leak protection on tile roofs and when the permanent tile repair can follow.
- Describe the written findings a customer receives, and keep tile replacement and work beneath the tiles as separate lines.
- Say how you find matching tile, whether you keep common profiles in stock, and what you do when no match exists.
- Say that you repair individual tiles and sections, and explain when you would recommend a replacement instead.
- Put one consistent phone number on the tile repair page.
- Say how soon you can inspect a tile roof and how matching tile affects the repair date.
- Show your license number with a link to the state lookup, plus your insurance.
Going further: let assistants see real openings
For planned work like tile roof repair, 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
Why does my tile roof still leak after broken tiles are replaced?
Answers said tile leaks often start in the underlayment or flashing beneath the tiles, not in the tiles themselves. Assistants told customers to ask whether a repair covers those layers. A roofer's page should explain how it checks under the tile.
Can a roofer match my old clay or concrete tile?
Assistants said older tile can be hard to match and told customers to ask how a roofer handles it. They did not say matching is always possible. A roofer's page should explain how it sources matching tile and what it does if none exists.
Does every roofer repair tile roofs?
No. Assistants often could not confirm tile experience and warned that crews used to shingles may crack more tiles. They told customers to ask about experience with their tile type. The page should name the tile types the roofer repairs.
Which AI assistants did you test?
ChatGPT, Claude and Google AI Mode. Between September 4 and October 14, 2026, they answered 264 questions about tile roof repair: 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 tile roof repair 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
Send us your website address and we’ll make a free preview of your homepage, rewritten so customers and assistants can find your tile roof 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
Free homepage preview
See how we would update your website.
Free homepage preview first. $2,000 a month after that, month to month.