Katy, Texas
Complete analysis of 190 contractors across 8 trades.
**MARKET MATURITY: Emerging** — At 4.7% AI-ready, Katy is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •95.3% of contractors in Katy are invisible to AI systems
- •Roofer lead with 11.1% AI-ready
- •Katy ranks +6.6 points above Texas average
- •Only 22% have proper schema markup
"What we're seeing in Katy 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 190 contractors in Katy, only 9 (4.7%) have the digital signals AI assistants surface. The other 181 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Katy offers an accessible market with 190 contractors across 8 trades. AI competition is low—only 4.7% are optimized. Now is the time to act.
Provincial Comparison
58 cities analyzed
Schema Opportunity
22% of contractors in Katy use structured data. The other 148 are missing a major AI visibility opportunity.
Leaders & Laggards
Roofer lead with 11.1% AI visibility, while Painter lag behind at 0%. This 11.1-point gap represents an opportunity for businesses in less optimized trades.
The Review Paradox
Top 10% contractors in Katy average 203 reviews vs 51 for the bottom 50% — that's 4x more. But here's the catch: some businesses with lots of reviews still score poorly (33.5/100 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 | 69 | 43.4 | 4.3% | 100% | 20% | Low | Roofing Technologies Unlimited 88/100 | |
| General-contractor | 69 | 43.4 | 4.3% | 100% | 20% | Low | Roofing Technologies Unlimited 88/100 | |
| Landscaper | 19 | 45.8 | 5.3% | 100% | 26% | Low | Sunrise Lawn Care 88/100 | |
| Roofer | 18 | 51.9 | 11.1% | 100% | 33% | Low | Roofing Technologies Unlimited 88/100 | |
| Plumber | 6 | 41.7 | 0% | 100% | 0% | Low | 24/7 Plumbing Co., LP 59/100 | |
| Electrician | 3 | 52.7 | 0% | 100% | 33% | Low | Lc Pro Electric LLC 64/100 | |
| HVAC Contractor | 3 | 49 | 0% | 100% | 33% | Low | 4C AC & Heating Repair 71/100 | |
| Painter | 3 | 48.7 | 0% | 100% | 33% | Low | AE Exterior Painting Contractors 65/100 |
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Methodology
This analysis aggregates data from 190 contractors across 8 trades in Katy. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify