Humble, Texas
Complete analysis of 206 contractors across 7 trades.
**MARKET MATURITY: Emerging** — At 4.4% AI-ready, Humble is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •95.6% of contractors in Humble are invisible to AI systems
- •Plumber lead with 11.1% AI-ready
- •Humble ranks +5.2 points above Texas average
- •Only 22% have proper schema markup
"What we're seeing in Humble 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 206 contractors in Humble, only 9 (4.4%) have the digital signals AI assistants surface. The other 197 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Humble offers an accessible market with 206 contractors across 7 trades. AI competition is low—only 4.4% are optimized. Now is the time to act.
Provincial Comparison
58 cities analyzed
Schema Opportunity
22% of contractors in Humble use structured data. The other 161 are missing a major AI visibility opportunity.
Leaders & Laggards
Plumber lead with 11.1% AI visibility, while Roofer 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 Humble average 356 reviews vs 9 for the bottom 50% — that's 41.7x more. But here's the catch: some businesses with lots of reviews still score poorly (33.3/100 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 | 71 | 43.1 | 4.2% | 100% | 24% | Low | Silver Spur Air, Heating, & Plumbing of Houston 86/100 | |
| General-contractor | 71 | 43.1 | 4.2% | 100% | 24% | Low | Silver Spur Air, Heating, & Plumbing of Houston 86/100 | |
| HVAC Contractor | 21 | 46.3 | 4.8% | 100% | 29% | Low | Silver Spur Air, Heating, & Plumbing of Houston 86/100 | |
| Electrician | 17 | 45.6 | 5.9% | 100% | 24% | Low | AstroGenerators 84/100 | |
| Plumber | 9 | 43.6 | 11.1% | 100% | 11% | Low | Power Plumbing Services 82/100 | |
| Landscaper | 9 | 35.6 | 0% | 100% | 0% | Low | Direct Grass, Inc 39/100 | |
| Roofer | 8 | 43.5 | 0% | 100% | 13% | Low | M Roofing LLC 66/100 |
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Methodology
This analysis aggregates data from 206 contractors across 7 trades in Humble. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify