The AI Visibility Gap
Of 1,827 roofers tracked in Florida, more than half have an AI Trust Score of exactly zero. The median score across the entire state is 0.0/100. That's not a rounding artifact: it reflects a structural problem in how most Florida roofing businesses present themselves to AI-powered search.
The average score across all tracked Florida roofers is 19.8/100. Among roofers specifically (filtered from the broader contractor pool), the vertical average is 27.2/100. Both numbers are failing grades. For context, the national average across 74,620 businesses in 65 tracked markets sits at an 8.6% JSON-LD adoption rate. Florida roofers are at 13%, above the national baseline, yet that advantage isn't translating to visibility.
Here's why: every Florida roofer tracked has a website. Website presence is 100%. Yet 56% of contractors (1,021 businesses) score between 0.0 and 9.0 on the AI Trust Score scale. A website alone does not make you findable by AI assistants.
AI tools don't read websites the way humans do. They surface contractors based on structured signals: schema markup, verified identity data, consistent business information across platforms. Without those signals, your website is effectively invisible to the tools that an increasing share of homeowners use to find contractors after a storm.
The score distribution makes the gap concrete:
| Score Tier | Contractors | Share of Total |
|---|---|---|
| 0.0 to 9.0 | 1,021 | 56% |
| 10.0 to 39.0 | 343 | 19% |
| 40.0 to 59.0 | 281 | 15% |
| 60.0 to 79.0 | 162 | 9% |
| 80.0 to 100.0 | 20 | 1.1% |
Only 1.2% of Florida roofers reach the Excellent tier (80 to 100). A full 60.4% fall below the 40-point threshold classified as failing.
The scoring methodology weights three categories:
- Identity (25 points): Consistency of business name, address, and phone across data sources
- Legitimacy (35 points): Reviews, ratings, license and insurance verification
- Readability (40 points): Website quality, JSON-LD structured data, mobile-friendliness
The Readability category carries the most weight, and JSON-LD structured data is its most actionable component. Only 13% of Florida roofers have implemented it.
The contractors in the top 10% average 67.9/100 and carry an average of 54 reviews. The bottom 50% average 0.0/100 with 26 reviews. That 2.1x review gap matters, but it doesn't explain the score gap on its own. The top performers have the structured signals. The bottom half doesn't.
You can check where you stand in the Florida roofer directory or run your business through the VerifiedNode score tool directly. If you're in that 56% scoring below 10, the path to visibility is specific and fixable.
What AI Models Check
The AI Trust Score runs on three categories. Understanding the weight of each one explains why so many Florida roofers score near zero despite having functional websites and real customer reviews.
Identity (25 points): This category measures whether your business name, address, and phone number are consistent across platforms. AI models cross-reference data sources. If your Google Business Profile lists a different address than your website, or your phone number appears in three formats across directories, the system registers those as trust signals against you. Inconsistency reads as ambiguity. Ambiguity gets filtered out.
Legitimacy (35 points): Reviews, ratings, and verified license and insurance documentation drive this category. Florida roofers average 4.76 stars and 40 reviews across tracked businesses. Both numbers look strong. The median review count, however, is 0.0. That means more than half the 1,827 tracked roofers have no reviews registered in the system at all. A 4.76-star average built on zero reviews carries no Legitimacy weight. The top 10% of Florida roofers average 54 reviews. The bottom 50% average 26. That 2.1x gap compounds: more reviews signal more activity, which pushes Legitimacy scores higher and feeds the Identity and Readability signals as well.
Readability (40 points): This is the heaviest category and the one where Florida roofers lose the most ground. Readability covers website quality, mobile-friendliness, and JSON-LD structured data. JSON-LD is the machine-readable code that tells AI systems exactly who you are, what you do, and where you operate. Only 13% of Florida roofers have implemented it.
That 13% figure looks worse in context. Painters operating in Florida have 33% JSON-LD adoption. Florida roofers at 17% (vertical-level figure) outperform HVAC contractors at 17% and general contractors at 7%, but painters are nearly double the roofing rate. A homeowner asking an AI assistant for a roofer in Tampa gets results filtered through Readability signals. If you haven't implemented JSON-LD, you're competing without the most heavily weighted signal in the scoring model.
The categories interact. A contractor with strong Legitimacy scores (lots of verified reviews, confirmed license) still loses significant ground if Readability is near zero. The Readability category alone accounts for 40 of the 100 available points. Skipping JSON-LD caps your maximum possible score before the other two categories even calculate.
You can pull your current score across all three dimensions at /find. The breakdown will show exactly which category is holding your number down. For most Florida roofers, it's Readability, and specifically the absence of structured data on a website that otherwise exists and loads correctly.
Presence isn't the same as visibility. The scoring model quantifies the difference.
Scoring Deep-Dive
Florida roofers score an average of 27.2/100 at the vertical level, above the statewide all-contractor average of 19.8/100. Neither number reflects a competitive position. For comparison, Texas contractors across all verticals average 35.7/100, New York averages 36.4/100, and Ontario averages 38.5/100. Florida's roofing market is underperforming markets with comparable size and storm exposure.
The full score distribution shows how concentrated the problem is at the bottom:
| Score Range | Contractors | Share of Total |
|---|---|---|
| 0.0 to 9.0 | 1,021 | 56% |
| 10.0 to 19.0 | 3 | 0% |
| 20.0 to 29.0 | 150 | 8% |
| 30.0 to 39.0 | 190 | 10% |
| 40.0 to 49.0 | 169 | 9% |
| 50.0 to 59.0 | 112 | 6% |
| 60.0 to 69.0 | 144 | 8% |
| 70.0 to 79.0 | 18 | 1% |
| 80.0 to 89.0 | 19 | 1% |
| 90.0 to 100.0 | 1 | 0% |
The tier summary sharpens the picture: 60.4% of Florida roofers fall below 40 points. Only 24.5% reach the Fair tier (40 to 59). The Good tier (60 to 79) holds 13.9%. Excellent (80 to 100) captures just 1.2% of the 1,827 tracked contractors. One contractor in the entire state scores between 90 and 100.
The performance gap between the top and bottom of the market is not marginal. The top 10% of Florida roofers average 67.9/100. The bottom 50% average 0.0/100. That 67.9-point spread reflects a structural difference in how those businesses are represented to AI systems, not just a difference in business quality.
The JSON-LD Problem
Readability carries 40 of the 100 available points, and JSON-LD structured data is its most actionable component. Florida roofers sit at 17% JSON-LD adoption at the vertical level, and 13% at the statewide level across all contractors.
Both figures trail comparable verticals significantly. Florida painters have 33% JSON-LD adoption. Florida landscapers are also at 33%. Roofers are operating at roughly half the adoption rate of those two verticals, inside the same state, competing for the same AI-driven search traffic.
Nationally, the average JSON-LD adoption rate across 74,620 tracked businesses is 8.6%. Florida roofers exceed that baseline, but exceeding a low national average doesn't translate to visibility when direct competitors have more than doubled it.
City-Level Variation
Score averages vary sharply by city, and the variation tracks directly with market size and competition density.
- Coral Gables: 48.2/100 average, the highest in the state
- Coconut Grove: 36.8/100
- Tampa: 21.3/100
- Miami: 19.5/100
- Jacksonville: 19.0/100
Jacksonville has the largest roofing contractor count in the tracked cities with 36 roofers, followed by Orlando (17), Miami (11), and Tampa (2). Higher contractor density doesn't produce higher scores. Jacksonville's 36-contractor market averages 19.0/100. Coral Gables, with fewer tracked contractors, leads the state at 48.2/100.
The city-level data confirms that score outcomes are driven by individual business decisions around structured data and profile completeness, not by market size. The contractors pulling Coral Gables to a 48.2 average have made specific technical choices that the Jacksonville and Miami markets haven't replicated at scale.
If you're in any of these markets, your current standing relative to the city average is visible in the Florida roofer directory. Run your business through /find to see your exact score breakdown across Identity, Legitimacy, and Readability before your next competitor implements the structured data signals you haven't yet.
Action Steps
Readability carries 40 of the 100 available points, and Florida roofers are leaving most of that category unclaimed. JSON-LD adoption sits at 13% statewide. That means 87% of Florida roofers are competing without the single highest-weight technical signal in the scoring model.
Fix Readability first (up to 40 points)
JSON-LD is machine-readable code embedded in your website that tells AI systems your business name, service area, contact information, and what you do. Without it, AI assistants have to infer those details from unstructured text. They frequently don't. Adding a properly formatted JSON-LD block to your homepage is the single highest-leverage action available to any Florida roofer scoring below 30. A contractor moving from zero structured data to full implementation can shift from a near-zero Readability score to a meaningful one without changing anything else about their business.
Beyond JSON-LD: mobile-friendliness and overall website quality also factor into Readability. If your site loads slowly on mobile or lacks clear service and location pages, those gaps compound the structured data deficit.
Fix Legitimacy next (up to 35 points)
Florida roofers average 4.76 stars and 40 reviews. The quality signal is real. The distribution problem is not. The median review count is 0.0, meaning more than half of the 1,827 tracked roofers have no reviews indexed in the system. A 4.76-star average on zero reviews contributes nothing to Legitimacy scoring.
The top 10% of Florida roofers average 54 reviews. The bottom 50% average 26. That 2.1x gap is addressable. A post-job review request process, run consistently over one season, can close most of it. License and insurance verification also feeds Legitimacy directly. If your credentials aren't confirmed in the system, you're leaving up to 35 points partially unclaimed regardless of your rating.
Fix Identity last, but don't skip it (up to 25 points)
NAP consistency (business name, address, phone number) across your website, Google Business Profile, and third-party directories is the foundation of your Identity score. Inconsistencies don't have to be large to cost you points. A suite number that appears on your website but not your Google profile, or a phone number formatted differently across listings, registers as a discrepancy. AI models treat inconsistency as ambiguity. Audit every directory listing your business appears in and standardize the format exactly.
The ceiling is open
Only 1.2% of Florida roofers reach the Excellent tier (80 to 100). 60.4% score below 40. The gap between where most Florida roofers sit and where they could be is not a matter of business quality: it's a matter of structured signals. The contractors pulling Coral Gables to a 48.2/100 city average have implemented what the Jacksonville and Miami markets largely haven't.
Check your current score at /find to see exactly which category is holding your number down. Full state context is available in the Florida AI Readiness Report.
Frequently Asked Questions
What does AI Trust Score actually measure for Florida roofers?
The AI Trust Score runs from 0 to 100 across three weighted categories: Identity (25 points), Legitimacy (35 points), and Readability (40 points). Florida roofers average 19.8/100 across all 1,827 tracked contractors. That score reflects how legible your business is to AI-powered search tools, not how good your work is. A contractor with strong reviews and a functional website can still score near zero if structured data signals are missing.
Why do so many Florida roofers score near zero?
1,021 contractors (56% of the tracked market) score between 0.0 and 9.0. The most common cause is the absence of JSON-LD structured data, which is the primary driver of Readability scores. Readability carries 40 points (the largest single category), and only 13% of Florida roofers have implemented JSON-LD. A website that exists and loads correctly but lacks structured data will score close to zero in that category by default.
What's the difference between top performers and everyone else?
The top 10% of Florida roofers average 67.9/100. The bottom 50% average 0.0/100. Review volume is part of the gap: top performers average 54 reviews versus 26 for the bottom half, a 2.1x difference. But reviews alone don't explain 67.9 points. The top performers have implemented structured data and maintain consistent business information across platforms. The review gap compounds the technical gap, it doesn't replace it.
How does Florida compare to other markets?
Florida's statewide average of 19.8/100 trails Texas (35.7/100), New York (36.4/100), Ontario (38.5/100), and Pennsylvania (23.5/100). JSON-LD adoption in Florida sits at 13%, above the national average of 8.6% across 74,620 tracked businesses, but below Texas at 16% and New York at 14%. Only 1 contractor in the entire state scores between 90 and 100.
How do I find out where I stand?
Check your score at /find. The breakdown shows your exact point totals across Identity, Legitimacy, and Readability, which identifies precisely which category is limiting your number. Full state context is available in the Florida AI Readiness Report.