Texas Contractor Market Analysis: AI Trust Scores Across 16,000+ Businesses

Data-driven analysis of contractor AI visibility in Texas. Score distributions, city rankings, and verification rates across 195 cities.

47,779

Businesses Analyzed

30.3/100

Avg AI Trust Score

0.6%

Score 70+

6%

Have JSON-LD

Key Findings

  • 47,779 contractors analyzed across 10+ cities
  • Average AI Trust Score: 30.3/100 (median: 29)
  • Only 0.6% of contractors score above 70 (excellent visibility)
  • 6% have structured data (JSON-LD), meaning 94% are invisible to AI assistants
  • 59% have a website listed

Score Distribution

The majority of contractors in Texas fall in the lower score ranges. This reflects a market where most businesses haven't optimized their online presence for AI discovery.

Score Distribution: Texas

Web Presence & AI Readability

59%

Have a Website

6%

Have JSON-LD

Top Performing Cities

These cities have the highest average AI Trust Scores in Texas, indicating contractors in these markets are more likely to be found by AI assistants.

Top Cities by Avg Score: Texas

CityBusinessesAvg Score
Lakeway11644.8
Selma11344.7
Cedar Park30844.4
The Woodlands21944.3
Round Rock46543.6
Leon Valley2643.5
League City33043.2
Leander33543.1
Fair Oaks Ranch1542.7
Horizon City3742.4

By Industry Vertical

Different contractor types show distinct patterns in AI visibility. Roofers lead with an average score of 43.7. HVAC-R lag at 38.3.

VerticalCountAvg Score% Excellent
Plumbers5,47430.30.9%
Electricians15,002300.1%
HVAC13,79821.20.2%
Roofers1,42543.73.5%
Painters5241.70%
Landscapers1,13637.40.4%
General Contractors1,46235.90.8%
Foundation26440.51.1%
HVAC-R638.30%

Performance Gap

The gap between top performers and the rest tells a clear story: the top 10% of contractors in Texas score 58 on average, with 131 reviews. The bottom 50% average just 19.5 with 3 reviews. That's a 40.1x difference in reviews alone.

Methodology

This report analyzes 47,779 contractor business listings in Texas. Each business is scored on three dimensions: Identity (business presence verification), Legitimacy (ratings, reviews, and credentials), and Readability (structured data for AI systems). Scores are capped at 100. Data is sourced from Google Maps and business websites, refreshed regularly.

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