The AI Visibility Gap
Of 1,827 general contractors tracked in Florida, the average AI Trust Score is 12.7/100. That number isn't low because Florida contractors do bad work. It's low because AI assistants can't verify most of them exist.
Every contractor in this dataset has a website. Website presence sits at 100%. The problem isn't whether you're online. The problem is whether AI tools can read what you've built.
Only 7% of Florida general contractors have JSON-LD structured data on their sites. That's the machine-readable layer that tells AI assistants your business name, address, phone number, service area, and license status. Without it, even a well-designed website is opaque to the systems now routing homeowner inquiries. The 7% adoption rate for general contractors sits well below the 13% state average across all verticals, and below landscapers (33%), painters (33%), and roofers (17%).
The score distribution makes the gap concrete:
| Score Range | Contractors | Share of Total |
|---|---|---|
| 0–9 | 1,021 | 56% |
| 10–19 | 3 | 0% |
| 20–29 | 150 | 8% |
| 30–39 | 190 | 10% |
| 40–59 | 281 | 15% |
| 60–100 | 182 | 10% |
The median AI Trust Score is 0.0/100. More than half of all tracked contractors are functionally invisible to AI-driven search. Only 1.2% of contractors statewide score in the Excellent tier (80–100).
The gap between top and bottom performers is not marginal. The top 10% average 67.9/100. The bottom 50% average 0.0/100. Top performers also carry 2.1x more reviews than bottom performers, which directly feeds the Legitimacy component of the scoring model.
The AI Trust Score is built across three categories: Identity (25 points, covering business name, address, and phone consistency), Legitimacy (35 points, covering reviews, ratings, and license verification), and Readability (40 points, covering website quality, JSON-LD structured data, and mobile-friendliness). General contractors in Florida are underperforming on all three, but Readability is where the deficit is sharpest. Seven percent JSON-LD adoption means 93% of general contractors are surrendering the 40-point Readability ceiling by default.
Florida also lags its peers nationally. The statewide average across all verticals is 19.8/100, already below Texas (35.7/100), Ontario (38.5/100), and New York (36.4/100). General contractors drag that average further down at 12.7/100, the weakest-scoring vertical in the state.
You can check where your business stands right now at /find. The full directory of Florida general contractors with their current scores is at /general-contractor/florida/.
The contractors scoring above 60 aren't doing anything exotic. They've closed the structured data gap that 93% of the market has left open.
What AI Models Check
The AI Trust Score draws from three categories. Each one maps to a specific question an AI assistant is trying to answer when a homeowner asks for a contractor recommendation.
Identity: 25 points
Identity covers business name, address, and phone number consistency across your website, Google Business Profile, and third-party directories. When those three data points don't match exactly across sources, AI systems flag the conflict as a trust signal problem. The fix is mechanical: audit every listing and align them. It costs nothing but time, and most Florida general contractors haven't done it.
Legitimacy: 35 points
Legitimacy covers reviews, star ratings, and license and insurance verification. This is the heaviest single category in the scoring model.
The average rating across all 1,827 tracked Florida contractors is 4.76 stars. That's genuinely strong. The review count picture is different. The average is 40.0 reviews per contractor. The median is 0.0. That means more than half of all tracked contractors have no counted reviews feeding into their score.
The gap between top and bottom performers quantifies the cost of that absence. The top 10% average 54 reviews. The bottom 50% average 26. Top performers carry 2.1x the review volume, which translates directly into Legitimacy points. If your ratings are solid but your review count is near zero, you're leaving the majority of this category unscored.
License and insurance verification is the other Legitimacy variable. AI assistants increasingly cross-reference state license databases. If your credentials aren't surfaced clearly on your site and tied to verifiable records, that verification signal is absent from your score.
Readability: 40 points
Readability covers website quality, JSON-LD structured data, and mobile-friendliness. At 40 points, it's the largest single category, and it's where Florida general contractors are losing the most ground.
Every contractor in this dataset has a website. The problem is what's inside it. Only 7% of Florida general contractors have JSON-LD structured data implemented. JSON-LD is the markup that lets AI systems extract your business name, address, phone number, service area, and license status directly from your site in machine-readable format. Without it, your website exists but cannot be parsed.
For context, painters in Florida have 33% JSON-LD adoption. Landscapers are also at 33%. Roofers are at 17%. General contractors at 7% sit at the bottom of every vertical tracked in the state.
That 7% adoption rate means 93% of general contractors are surrendering the Readability ceiling by default. No structured data, no score on the category worth the most points.
The three categories interact. Strong Identity reduces trust conflicts. Strong Legitimacy signals credibility to AI recommendation engines. Strong Readability makes your data parseable. Most Florida general contractors are underperforming on all three, but Readability is the fastest to fix and the highest-value target.
The full state breakdown is at /resources/state-of-the-market/florida/.
Scoring Deep-Dive
Florida general contractors average 12.7/100 on the AI Trust Score. That's below the statewide average of 19.8/100 across all verticals, and well below comparison markets: Texas at 35.7/100, Ontario at 38.5/100, New York at 36.4/100, and California at 21.5/100.
The score distribution shows how concentrated the problem is at the bottom.
| Score Range | Contractors | Share of Total |
|---|---|---|
| 0–9 | 1,021 | 56% |
| 10–19 | 3 | 0% |
| 20–29 | 150 | 8% |
| 30–39 | 190 | 10% |
| 40–49 | 169 | 9% |
| 50–59 | 112 | 6% |
| 60–69 | 144 | 8% |
| 70–79 | 18 | 1% |
| 80–89 | 19 | 1% |
| 90–100 | 1 | 0% |
Sixty percent of contractors score below 40. Only 1.2% reach the Excellent tier (80–100). Just one contractor in the entire state has scored above 90.
The tier breakdown confirms the skew:
- Excellent (80–100): 1.2% of contractors
- Good (60–79): 13.9%
- Fair (40–59): 24.5%
- Below 40: 60.4%
The gap between the top 10% and the bottom 50% is not a matter of degree. The top 10% average 67.9/100. The bottom 50% average 0.0/100.
The Readability Deficit
The AI Trust Score weights three categories: Identity (25 points), Legitimacy (35 points), and Readability (40 points). For Florida general contractors, Readability is where the damage is most severe.
Only 7% of Florida general contractors have JSON-LD structured data implemented. That's the single largest contributor to low Readability scores, and it's the most correctable. By comparison, painters in Florida are at 33% adoption, landscapers at 33%, and roofers at 17%. General contractors sit at the bottom of every vertical in the state on this metric.
Florida's 13% JSON-LD adoption across all verticals is already above the national average of 8.6% across all 65 tracked states. General contractors drag the vertical figure to 7%, well below both benchmarks.
Without JSON-LD, your site cannot communicate structured business data to AI systems in a parseable format. That 93% non-adoption rate means the majority of Florida general contractors are entering the Readability category with the ceiling already forfeited.
City-Level Variance
The city-level data shows meaningful variance in average scores, which tells you something about concentration of effort rather than geography.
| City | Avg AI Trust Score | General Contractors Tracked |
|---|---|---|
| Coral Gables | 48.2/100 | not reported |
| Coconut Grove | 36.8/100 | not reported |
| Tampa | 21.3/100 | 2 |
| Miami | 19.5/100 | 1 |
| Jacksonville | 19.0/100 | 15 |
Coral Gables at 48.2/100 is the highest-performing city in the state for general contractors. That's still below the Fair threshold midpoint, but it's 35 points above the statewide average for the vertical. Jacksonville has the largest tracked sample at 15 general contractors and sits at 19.0/100, roughly in line with the statewide average.
The variance between Coral Gables and Jacksonville isn't explained by market size. It reflects which contractors in those markets have addressed Identity consistency, review volume, and structured data.
The full contractor directory with current scores is at /general-contractor/florida/. If you don't know where your business sits in this distribution, check your score at /find.
Action Steps: Where to Focus First
The three scoring categories aren't equally weighted, and they're not equally fixable. Here's where to put your time, ordered by point value.
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1. Readability: 40 points at stake
This is the highest-value category and the one with the worst adoption rate among Florida general contractors. Only 7% have JSON-LD structured data implemented. That means 93% of contractors are entering the largest scoring category with zero structured data contribution.
The fix: add JSON-LD schema markup to your website's homepage and service pages. This is a one-time technical implementation that tells AI systems your business name, address, phone number, service area, and license status in machine-readable format. A developer can complete this in a few hours. Most contractors haven't done it at all.
Beyond JSON-LD, check mobile-friendliness using Google's free Mobile-Friendly Test, and run your site through PageSpeed Insights. Both factors contribute to the Readability score. The 40-point ceiling here is entirely accessible. Most Florida general contractors have surrendered it without realizing it.
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2. Legitimacy: 35 points at stake
The average rating across all tracked Florida contractors is 4.76 stars. That's a genuine floor, and it means most contractors aren't starting from zero on quality signals. The problem is volume, not quality.
The median review count is 0.0. More than half of all tracked contractors have no counted reviews feeding into their Legitimacy score. The top 10% of contractors average 54 reviews. The bottom 50% average 26. That 2.1x gap in review volume is a direct scoring gap.
The fix: build a systematic review request process. Ask every completed job for a Google review. Even reaching 20 to 30 verified reviews moves the Legitimacy score materially.
The second Legitimacy variable is license and insurance verification. AI systems cross-reference state license databases. Ensure your license number is visible on your website, tied to your Google Business Profile, and matches what's on file with Florida DBPR. If that connection isn't surfaced clearly, the verification signal is absent from your score.
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3. Identity: 25 points at stake
Identity covers business name, address, and phone number consistency across every place your business appears: your website, Google Business Profile, Yelp, Houzz, Angi, and any other directory listing.
A single inconsistency, a suite number present on one listing and missing on another, a phone number formatted differently across sources, flags a trust conflict in AI scoring systems.
The fix is mechanical and free. Search your business name and audit every listing. Standardize the name, address, and phone number exactly. This is often overlooked because it feels administrative. It's worth 25 points.
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The combined picture: 60.4% of Florida general contractors score below 40. Only 1.2% reach the Excellent tier. The contractors in the Good and Excellent tiers have closed these three gaps. The homeowners finding contractors through AI tools in 2026 are reaching those contractors, not the 56% sitting at 0 to 9/100.
Check your current score and see exactly which categories you're losing points on at /find. If you're evaluating contractors for a project, the hiring guide at /hire/general-contractor/florida/ shows what verified scores look like in practice.
Frequently Asked Questions
What is an AI Trust Score and how is it calculated?
The AI Trust Score is a 100-point rating that measures how visible and credible your business appears to AI-driven search tools and recommendation engines. It draws from three categories: Identity (25 points, covering business name, address, and phone consistency), Legitimacy (35 points, covering reviews, ratings, and license verification), and Readability (40 points, covering website quality, JSON-LD structured data, and mobile-friendliness). Florida general contractors average 12.7/100 across all three categories combined.
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Why do most Florida general contractors score so low?
1,021 of the 1,827 contractors tracked in Florida score between 0 and 9 out of 100. That's 56% of the entire market. The median score is 0.0/100. The primary driver is Readability: only 7% of Florida general contractors have JSON-LD structured data implemented, which means 93% are entering the highest-weighted scoring category with no structured data contribution at all.
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What is JSON-LD and why does it matter for contractors?
JSON-LD is a block of machine-readable markup added to your website that communicates your business name, address, phone number, service area, and license status directly to AI systems. Without it, your website exists but cannot be parsed by the tools now routing homeowner inquiries. Only 7% of Florida general contractors have implemented it, compared to 33% for painters and 33% for landscapers in the same state. It's the single fastest fix available, and it directly affects the 40-point Readability ceiling.
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How many reviews do I need to compete on Legitimacy?
The average rating across all 1,827 tracked Florida contractors is 4.76 stars, so most contractors aren't losing on quality. They're losing on volume. The median review count is 0.0. The top 10% of contractors average 54 reviews. The bottom 50% average 26. Top performers carry 2.1x more reviews, and that gap translates directly into Legitimacy points. Even 20 to 30 verified reviews moves the needle materially.
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Is it possible to reach the top tier?
Only 1 contractor in all of Florida scores above 90. Just 1.2% of contractors statewide reach the Excellent tier (80–100). The top 10% average 67.9/100. That gap exists because the structural fixes, JSON-LD implementation, review volume, and NAP consistency, remain unaddressed by the vast majority of the market. The ceiling is reachable. Check your current position at /find or browse the full state directory at /general-contractor/florida/.