The AI Visibility Gap
Of 1,827 electricians tracked in Florida, 1,021 score between 0.0 and 9.0 out of 100. That is 56% of the state's electrical contractors effectively invisible to AI assistants before a homeowner ever reads a single review.
The median AI Trust Score across all Florida electricians is 0.0/100. Not low. Zero. The average pulls to 19.8/100 only because a small cluster of higher performers lifts the mean. Strip those out and the picture is stark: the typical Florida electrician leaves no structured signal for AI systems to read.
Every contractor in the dataset has a website. That is 100% website presence, yet the median score remains 0.0. A website alone does not make you visible to AI. What matters is whether that website speaks the language AI assistants actually parse.
The missing piece is JSON-LD structured data.
Only 13% of Florida electricians, roughly 238 of 1,827 contractors, have JSON-LD implemented on their sites. That means 87% of electricians in this state provide no machine-readable business identity to the models and assistants homeowners increasingly use to find service providers. When someone asks an AI assistant to recommend a licensed electrician in Tampa or Jacksonville, structured data is the primary signal used to surface names. Contractors without it are not in the conversation.
Florida's 13% JSON-LD adoption does beat the national average of 8.6% across all tracked markets. That is a relative advantage that means very little when 1,589 contractors still have no structured data at all.
The score tier breakdown confirms how concentrated the problem is at the bottom:
| Score Range | Contractors | Share of State |
|---|---|---|
| 0.0 - 9.0 | 1,021 | 56% |
| 10.0 - 39.0 | 343 | 19% |
| 40.0 - 59.0 | 281 | 15% |
| 60.0 - 79.0 | 162 | 9% |
| 80.0 - 100.0 | 20 | 1.1% |
Only 22 contractors, approximately 1.2% of the state, score in the Excellent tier (80-100). At the other end, 60.4% score below 40, a threshold VerifiedNode classifies as poor AI visibility.
The AI Trust Score measures three categories: Identity (25 points: business name, address, and phone consistency), Legitimacy (35 points: reviews, ratings, license and insurance verification), and Readability (40 points: website quality, JSON-LD structured data, and mobile-friendliness). The Readability category carries the most weight, and it is precisely where Florida electricians are failing. No JSON-LD means no Readability score. No Readability score means no AI visibility, regardless of how many five-star reviews you have earned.
The full picture of where Florida electricians stand is available at /electrician/florida/. If you want to know your own score specifically, check it now at /find. The gap is measurable. So is the path out of it.
What AI Models Actually Check
The AI Trust Score is built on three categories, each weighted to reflect how AI systems evaluate contractor credibility. Understanding the breakdown explains why Florida electricians score so poorly despite universal website presence and strong customer ratings.
Identity: 25 points. This category measures NAP consistency: whether your business name, address, and phone number match across directories, your Google Business Profile, and your website. Inconsistencies across platforms create conflicting signals. AI assistants resolve ambiguity by deprioritizing or ignoring the business entirely.
Legitimacy: 35 points. This category covers review volume, star ratings, and license and insurance verification. Florida electricians average 4.76 stars, which is a strong rating signal. The problem is volume distribution. The average review count is 40.0, but the median review count is 0.0. That means more than half of tracked electricians in this state have zero reviews contributing to their Legitimacy score. A five-star average with no volume produces almost nothing in this category.
The review gap between performers confirms this: the top 10% average 54.0 reviews, while the bottom 50% average 26.0. That is a 2.1x difference in volume, and it directly separates contractors who register as legitimate from those who do not.
Readability: 40 points. This is the highest-weighted category, covering website quality, JSON-LD structured data, and mobile-friendliness. It is also where Florida electricians lose the most ground.
Every contractor in the dataset has a website. That 100% website presence produces almost no Readability score on its own. The reason: JSON-LD adoption sits at 13% statewide. Without JSON-LD, a website is human-readable but not machine-readable. AI assistants parsing service queries cannot extract your business type, service area, license status, or contact details from plain HTML. They need structured markup to do that reliably.
The result is predictable. Electricians can maintain clean, professional websites and still score near zero on Readability because the underlying structure AI systems require is absent.
Here is how the three categories interact in practice:
| Category | Max Points | Florida's Primary Gap |
|---|---|---|
| Identity | 25 | Directory inconsistency |
| Legitimacy | 35 | Zero review volume for majority |
| Readability | 40 | 87% lack JSON-LD entirely |
High star ratings are not enough. A website is not enough. Even a high review count without structured data and NAP consistency leaves points unclaimed across all three categories.
The scoring framework is designed to reflect how AI assistants actually vet contractors before surfacing a recommendation to a homeowner. A contractor who scores 0.0 on Readability cannot compensate with Legitimacy alone. All three categories have to work together.
Check your current score across all three categories at /find. The breakdown will show you exactly where points are being lost and which fixes carry the most weight for your specific profile.
Scoring Deep-Dive
Florida electricians rank last among all tracked verticals in the state, with a vertical average score of 0.0/100. That is not a rounding artifact. It reflects a structural absence of the signals AI systems require to surface a contractor in response to a service query.
Compare that figure to other Florida verticals:
| Vertical | Avg AI Trust Score | JSON-LD Adoption |
|---|---|---|
| Landscapers | 29.3 | 33% |
| Roofers | 27.2 | 17% |
| Painters | 22.3 | 33% |
| General Contractors | 12.7 | 7% |
| HVAC | 11.3 | 17% |
| Electricians | 0.0 | 0% |
Painters and landscapers have adopted JSON-LD at more than twice the rate of the statewide average. Electricians sit at 0% JSON-LD adoption within the vertical, which explains the floor-level average score. The Readability category (40 points maximum) cannot produce a positive number without structured data. No other vertical in Florida has completely zeroed out that category.
Florida's overall average of 19.8/100 already trails comparable markets. Texas electricians and contractors average 35.7/100. New York averages 36.4/100. Pennsylvania sits at 23.5/100. California, one of the few states close to Florida, averages 21.5/100. Florida electricians specifically perform below every one of those benchmarks, including California.
The full score distribution makes the concentration visible:
| Score Range | Contractors | Share |
|---|---|---|
| 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% |
Only 1.2% of Florida electricians reach the Excellent tier (80-100). Another 13.9% score in the Good tier (60-79). The remaining 84.9% score below 60, with 60.4% scoring below 40.
The gap between the top performers and the rest is not marginal. The top 10% average 67.9/100. The bottom 50% average 0.0/100. That 67.9-point spread represents contractors who have addressed all three scoring categories versus contractors who have addressed none.
City-level data shows the same separation playing out geographically. Coral Gables electricians average 48.2/100, the highest of any tracked city in Florida. Coconut Grove follows at 36.8/100. Both markets sit well above the statewide average.
The contrast with other major Florida markets is direct:
| City | Avg AI Trust Score |
|---|---|
| Coral Gables | 48.2 |
| Coconut Grove | 36.8 |
| Tampa | 21.3 |
| Miami | 19.5 |
| Jacksonville | 19.0 |
Jacksonville and Miami, two of Florida's largest markets for electrical work, sit at or below the statewide average. If you operate in either city, you are competing against a field where most contractors are scoring near zero. A moderate investment in structured data and profile consistency can move you above 90% of your local competition.
The full state-level data, including breakdowns by city and tier, is available at /resources/state-of-the-market/florida/. Check your individual position across all three scoring categories at /find.
Action Steps
The three scoring categories have different weights, and that should determine the order you address them. Start where the points are.
1. Readability: 40 points at stake
The Readability category carries the highest weight in the AI Trust Score, and Florida electricians have claimed none of it. JSON-LD adoption within the electricians vertical sits at 0%. Not 0% growth. Zero implementation.
Adding JSON-LD structured data to your website is the single highest-leverage action available. It tells AI assistants your business name, service type, service area, phone number, and license status in a format they can actually parse. Without it, your website is invisible to the models homeowners use to find contractors, regardless of how well-designed the site is.
Statewide, 13% of Florida contractors across all verticals have implemented JSON-LD, above the national tracked average of 8.6%. Electricians are the only vertical in Florida sitting at 0%. That is not a competitive disadvantage. It is a category-level absence.
Only 1 contractor statewide scores in the 90-100 band. The ceiling is almost entirely unclaimed.
2. Legitimacy: 35 points at stake
The average review count across Florida electricians is 40.0. The median is 0.0. More than half of tracked contractors have no reviews contributing to their Legitimacy score, which means no signal on volume, no rating data, and no credibility layer for AI systems to evaluate.
The top 10% of Florida electricians average 54.0 reviews. The bottom 50% average 26.0. That 2.1x gap in review volume directly separates contractors who register as credible from those who do not.
The fix is procedural: build a post-job review request into your workflow and direct customers to your Google Business Profile. License and insurance verification also factor into this category. Confirm that both appear on your website and are current in state directories.
The top 10% average 67.9/100. That score is achievable through structured improvements across all three categories, and Legitimacy is where most Florida electricians are leaving the most accessible points on the table.
3. Identity: 25 points at stake
NAP consistency (your business name, address, and phone number) must match exactly across your website, Google Business Profile, Yelp, and any other directory where your business appears. Discrepancies create conflicting signals. AI assistants resolve conflicts by deprioritizing the source they cannot confirm, which is often your website.
Audit every directory listing for formatting differences: suite numbers written differently, phone number formats that do not match, or business names that vary between listings. These are small fixes with real point impact in a category worth 25 points.
Coral Gables electricians average 48.2/100, the highest of any Florida city. That number reflects what addressing these three categories looks like at scale. The gap between Coral Gables and Jacksonville (19.0) is not geographic. It is structural.
Check your current AI Trust Score across all three categories at /find. The breakdown will show exactly where points are being lost and which fix to start with.
Frequently Asked Questions
What is an AI Trust Score for electricians?
The AI Trust Score is a 0-100 rating that measures how visible and credible your business appears to AI assistants when homeowners ask for contractor recommendations. It breaks down into three weighted categories: Identity (25 points: business name, address, and phone consistency), Legitimacy (35 points: reviews, ratings, license and insurance verification), and Readability (40 points: website quality, JSON-LD structured data, and mobile-friendliness). Florida electricians currently average 19.8/100, with a median of 0.0/100 across 1,827 tracked contractors. Check your own score at /find.
How do electricians get found by AI assistants?
AI assistants pull structured signals from your website and directory listings to identify, evaluate, and recommend contractors. The three categories above are exactly what they parse. A website alone is not sufficient: 100% of Florida electricians in this dataset have websites, yet the median score remains 0.0/100. What moves the needle is structured data, NAP consistency, and verified review volume working together across all three scoring categories.
What is JSON-LD and why does it matter for electricians?
JSON-LD is a block of structured markup added to your website that tells AI systems your business name, service type, service area, contact details, and license status in a machine-readable format. Without it, AI assistants cannot reliably extract that information from plain HTML. Only 13% of Florida electricians have JSON-LD implemented. Within the electricians vertical specifically, adoption sits at 0%. That means the Readability category (40 points maximum) is producing nothing for virtually every electrician in the state.
How do Florida electricians compare to other states on AI readiness?
Florida's overall average of 19.8/100 trails most comparable markets. Texas averages 35.7/100. New York averages 36.4/100. Pennsylvania sits at 23.5/100. California averages 21.5/100. Full state comparisons are available at /resources/state-of-the-market/florida/.
What score do I need to show up in AI recommendations?
The top 10% of Florida electricians average 67.9/100. That is the practical benchmark for contractors who want to compete for AI-driven referrals. Only 1.2% of Florida electricians currently score 80 or above. Reaching 67.9 requires progress across all three scoring categories, but structured data implementation alone addresses the 40-point Readability ceiling that 87% of Florida electricians have left completely empty. See the full state directory at /electrician/florida/.