Kyle, Texas
Complete analysis of 142 contractors across 8 trades.
**MARKET MATURITY: Emerging** — At 0% AI-ready, Kyle is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •100% of contractors in Kyle are invisible to AI systems
- •General Contractor lead with 0% AI-ready
- •Kyle ranks +5.5 points above Texas average
- •Only 25% have proper schema markup
"What we're seeing in Kyle is typical of smaller Canadian markets — contractors who've built great reputations through word-of-mouth are now invisible to the AI systems their future customers are using. The opportunity here is massive for first movers."
— Gabriel Bujold, Co-Founder, VerifiedNode
Top Performers by Trade
Scores based on Verified Node AI Trust Index
The Digital Divide
Of 142 contractors in Kyle, only 0 (0%) have the digital signals AI assistants surface. The other 142 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Kyle offers an accessible market with 142 contractors across 8 trades. AI competition is low—only 0% are optimized. Now is the time to act.
Provincial Comparison
58 cities analyzed
Schema Opportunity
25% of contractors in Kyle use structured data. The other 107 are missing a major AI visibility opportunity.
The Middle Class Problem
45 contractors in Kyle score "Good" but not "Excellent." The paradox: moving up often takes less effort than getting here. One afternoon of schema work could push them through.
The Review Paradox
Top 10% contractors in Kyle average 177 reviews vs 19 for the bottom 50% — that's 9.3x more. But here's the catch: some businesses with lots of reviews still score poorly (32.8/100 AI score). Reviews alone aren't enough.
Recommended Actions
Score Distribution
AI Visibility by Trade
Average score indicates relative AI visibility by trade
Vertical Comparison
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| Trade | Businesses | Avg Score | AI-Ready | Website | Schema | Competition | Top Performer | |
|---|---|---|---|---|---|---|---|---|
| General Contractor | 52 | 42.8 | 0% | 100% | 25% | Low | Javi-Air Comfort Solutions 70/100 | |
| General-contractor | 52 | 42.8 | 0% | 100% | 25% | Low | Javi-Air Comfort Solutions 70/100 | |
| Landscaper | 12 | 38.9 | 0% | 100% | 8% | Low | The Green Dude Organic Lawn Care LLC 60/100 | |
| Roofer | 9 | 48 | 0% | 100% | 33% | Low | Good News Roofing & Solar 69/100 | |
| HVAC Contractor | 7 | 56.7 | 0% | 100% | 57% | Low | Javi-Air Comfort Solutions 70/100 | |
| Electrician | 5 | 47.2 | 0% | 100% | 40% | Low | Midas 71/100 | |
| Plumber | 4 | 42.3 | 0% | 100% | 0% | Low | Texas Plumbers 1 LLC 48/100 | |
| Painter | 1 | 35 | 0% | 100% | 0% | Low | JV Painting & Construction 35/100 |
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Methodology
This analysis aggregates data from 142 contractors across 8 trades in Kyle. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify