Rosenberg, Texas
Complete analysis of 199 contractors across 8 trades.
**MARKET MATURITY: Emerging** — At 1.5% AI-ready, Rosenberg is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •98.5% of contractors in Rosenberg are invisible to AI systems
- •Plumber lead with 11.1% AI-ready
- •Rosenberg ranks +3.5 points above Texas average
- •Only 16% have proper schema markup
"What we're seeing in Rosenberg 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 199 contractors in Rosenberg, only 3 (1.5%) have the digital signals AI assistants surface. The other 196 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Rosenberg offers an accessible market with 199 contractors across 8 trades. AI competition is low—only 1.5% are optimized. Now is the time to act.
Provincial Comparison
58 cities analyzed
Schema Opportunity
16% of contractors in Rosenberg use structured data. The other 167 are missing a major AI visibility opportunity.
Leaders & Laggards
Plumber 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 Rosenberg average 264 reviews vs 5 for the bottom 50% — that's 50.4x more. But here's the catch: some businesses with lots of reviews still score poorly (32.3/100 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 | 76 | 40.5 | 1.3% | 100% | 13% | Low | Twin City Fence 88/100 | |
| General Contractor | 64 | 41.2 | 1.6% | 100% | 14% | Low | Twin City Fence 88/100 | |
| Roofer | 17 | 44.4 | 0% | 100% | 18% | Low | Roof Repair Services 69/100 | |
| Electrician | 12 | 42.3 | 0% | 100% | 17% | Low | McNutt Electric 65/100 | |
| HVAC Contractor | 11 | 41.1 | 0% | 100% | 18% | Low | Custom Comfort Air 69/100 | |
| Plumber | 9 | 45.9 | 11.1% | 100% | 22% | Low | Benjamin Franklin Plumbing® & Drain Services of Rosenberg 87/100 | |
| Landscaper | 9 | 43.3 | 0% | 100% | 33% | Low | Sprinkler Repair Professionals 68/100 | |
| Painter | 1 | 40 | 0% | 100% | 0% | Low | Tito Perez Painting of Richmond-Rosenberg 40/100 |
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Methodology
This analysis aggregates data from 199 contractors across 8 trades in Rosenberg. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify