Mcallen, Texas
Complete analysis of 308 contractors across 2 trades.
**MARKET MATURITY: Emerging** — At 0% AI-ready, Mcallen is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •100% of contractors in Mcallen are invisible to AI systems
- •General Contractor lead with 0% AI-ready
- •Mcallen ranks -4.6 points below Texas average
- •Only 16% have proper schema markup
"What we're seeing in Mcallen 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 308 contractors in Mcallen, only 0 (0%) have the digital signals AI assistants surface. The other 308 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Mcallen presents a balanced opportunity with 308 contractors across 2 trades. At 0% AI visibility, there's still room to position favorably.
Provincial Comparison
58 cities analyzed
Schema Opportunity
16% of contractors in Mcallen use structured data. The other 259 are missing a major AI visibility opportunity.
The Review Paradox
Top 10% contractors in Mcallen average 24 reviews vs 1 for the bottom 50% — that's 24x more. But here's the catch: some businesses with lots of reviews still score poorly (24.1/100 AI score). Reviews alone aren't enough.
Recommended Actions
Score Distribution
Vertical Comparison
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| Trade | Businesses | Avg Score | AI-Ready | Website | Schema | Competition | Top Performer | |
|---|---|---|---|---|---|---|---|---|
| General Contractor | 154 | 33.5 | 0% | 100% | 16% | Medium | Superb Gutters & Roofing 71/100 | |
| General-contractor | 154 | 33.5 | 0% | 100% | 16% | Medium | Superb Gutters & Roofing 71/100 |
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Methodology
This analysis aggregates data from 308 contractors across 2 trades in Mcallen. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify