Spring, Texas
Complete analysis of 254 contractors across 7 trades.
**MARKET MATURITY: Emerging** — At 1.2% AI-ready, Spring is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •98.8% of contractors in Spring are invisible to AI systems
- •Roofer lead with 4.2% AI-ready
- •Spring ranks +5.1 points above Texas average
- •Only 21% have proper schema markup
"What we're seeing in Spring 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 254 contractors in Spring, only 3 (1.2%) have the digital signals AI assistants surface. The other 251 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Spring offers an accessible market with 254 contractors across 7 trades. AI competition is low—only 1.2% are optimized. Now is the time to act.
Provincial Comparison
58 cities analyzed
Schema Opportunity
21% of contractors in Spring use structured data. The other 201 are missing a major AI visibility opportunity.
The Middle Class Problem
69 contractors in Spring 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 Spring average 67 reviews vs 6 for the bottom 50% — that's 10.7x more. But here's the catch: some businesses with lots of reviews still score poorly (33.1/100 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 | 84 | 42.9 | 1.2% | 100% | 21% | Low | Bumble Roofing of The Woodlands 82/100 | |
| General-contractor | 84 | 42.9 | 1.2% | 100% | 21% | Low | Bumble Roofing of The Woodlands 82/100 | |
| Roofer | 24 | 46.1 | 4.2% | 100% | 29% | Low | Bumble Roofing of The Woodlands 82/100 | |
| Landscaper | 19 | 43.3 | 0% | 100% | 21% | Low | Tree Line Houston Plus - Grass/Landscaping Supply/Equipment Rentals & Demolitions 68/100 | |
| Electrician | 16 | 42.1 | 0% | 100% | 19% | Low | Dempsey Family Electric of Texas 69/100 | |
| Plumber | 14 | 44.6 | 0% | 100% | 14% | Low | KT Plumbing of Spring 64/100 | |
| HVAC Contractor | 13 | 42.3 | 0% | 100% | 15% | Low | Bruce Mech Air Conditioning and Heating 67/100 |
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Methodology
This analysis aggregates data from 254 contractors across 7 trades in Spring. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify