Mercedes, Texas
Complete analysis of 73 contractors across 6 trades.
**MARKET MATURITY: Emerging** — At 1.4% AI-ready, Mercedes is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •98.6% of contractors in Mercedes are invisible to AI systems
- •HVAC Contractor lead with 33.3% AI-ready
- •Only 8% have proper schema markup
"What we're seeing in Mercedes 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."
— Simon Bergeron, Co-Founder, VerifiedNode
Top Performers by Trade
Scores based on Verified Node AI Trust Index
The Digital Divide
Of 73 contractors in Mercedes, only 1 (1.4%) have the digital signals AI assistants surface. The other 72 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Mercedes offers an accessible market with 73 contractors across 6 trades. AI competition is low—only 1.4% are optimized. Now is the time to act.
Schema Opportunity
Only 8% of contractors in Mercedes have structured data—that's 67 competitors invisible to AI systems. Adding JSON-LD schema is a quick win with immediate impact.
Leaders & Laggards
HVAC Contractor lead with 33.3% AI visibility, while Painter lag behind at 0%. This 33.3-point gap represents an opportunity for businesses in less optimized trades.
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 | 62 | 30.9 | 0% | 100% | 5% | Low | Western Finance 66/100 | |
| Electrician | 5 | 31.4 | 0% | 100% | 20% | Low | Magic Valley Elec Co-Op Inc 56/100 | |
| HVAC Contractor | 3 | 58 | 33.3% | 100% | 67% | Medium | CAM AIR A/C & HEATING LLC 87/100 | |
| Plumber | 1 | 30 | 0% | 100% | 0% | Low | Rudy's Plumbing Service 30/100 | |
| Roofer | 1 | 22 | 0% | 100% | 0% | Low | NUR Green Living Solutions 22/100 | |
| Painter | 1 | 22 | 0% | 100% | 0% | Low | Vizcaino Painting and Remodeling 22/100 |
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Methodology
This analysis aggregates data from 73 contractors across 6 trades in Mercedes. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify