HomeAI Visibility Index › Roofing
Trade benchmark · September 2026

How visible are roofing businesses to AI? We measured 54 of them.

Part of the AI Visibility Index, an unfiltered audit of 1,354 US local service businesses across 50 metros. This page is the roofing cut: the real median, the checks this trade fails most, and how it ranks against every other trade we measured.

80/100
Median AI visibility score for roofing. Range 30 to 97.
Businesses audited
54
Median
80/100
Mean
74.3
Rank
1st of 15
All trades
72/100

01Where roofing stands

Roofing ranks 1st of 15 trades measured, 8 points above the all-trade median of 72. Each group below is scored as points earned against points available across the 54 businesses in this trade.

AI Crawler Access
92.5%
Structured Data
48.4%
Content Citability
69.9%
Entity Signals
79.1%

The pattern holds here as it does across every trade in the study: an AI engine can nearly always reach these sites. What it cannot do is describe them precisely, because the machine-readable facts and the answer-shaped content it needs are missing.

02What roofing businesses fail most

Share of the 54 audited roofing businesses that outright failed each check. Ten worst shown.

FAQPage schema
88.9%
Active content section (blog/insights)
57.4%
Question-and-answer content
44.4%
Organization / LocalBusiness schema
38.9%
Structured data (JSON-LD) present
29.6%
About / team page
22.2%
Content depth
14.8%
Open Graph tags
14.8%
Structured headings (H2/H3)
13.0%
Live GPTBot access probe
11.1%

The most common single failure in this trade is FAQPage schema, missing on 88.9% of roofing sites audited. It is worth knowing that this is a fixable, mechanical problem rather than a content one: it is a block of markup stating who the business is and what it answers, not a rewrite.

03Every trade, ranked

Median and mean score per trade, for the 15 trades with a large enough sample. Roofing is highlighted.

TradeAuditedMedianMean
Roofing548074.3
Garage And Doors327975.3
Painting277573.6
Remodeling567570.3
Windows And Fencing427470.0
Hvac617472.8
Flooring337471.5
Auto Detailing And Repair4447367.5
Locksmith277270.3
Plumbing497266.3
Pools And Spas1107066.0
Electrical447068.0
Landscaping487066.5
Pet Services956966.2
Contractor And Handyman1376862.7

The spread between trades is much smaller than the spread inside any one of them. Who built the website matters more than what the business does, which is why a trade average is a starting point and not a verdict on any one site.

04Method, in short

Businesses were drawn at random from Overture Maps open place data across 50 US metros, one per registrable domain, with a fixed seed and no score filter. Every business drawn was audited and counted. 54 roofing businesses responded and were scored against the same 23 checks we run for clients. Full method, limitations and the null results we could not explain away are on the main Index page, and every figure is published as JSON under CC BY 4.0.

05Other trades

Roofing Garage And Doors Painting Remodeling Windows And Fencing Hvac Flooring Auto Detailing And Repair Locksmith Plumbing Pools And Spas Electrical Landscaping Pet Services Contractor And Handyman

Where does your roofing site sit?

Run the same 23 checks on your own site. No email, no call, no card: the score and every failing check appear on the page.

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