Pharr, Texas
Complete analysis of 142 contractors across 2 trades.
**MARKET MATURITY: Emerging** — At 2.8% AI-ready, Pharr is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •97.2% of contractors in Pharr are invisible to AI systems
- •General Contractor lead with 2.8% AI-ready
- •Pharr ranks -4.5 points below Texas average
- •Only 13% have proper schema markup
"What we're seeing in Pharr 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 142 contractors in Pharr, only 4 (2.8%) have the digital signals AI assistants surface. The other 138 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Pharr offers an accessible market with 142 contractors across 2 trades. AI competition is low—only 2.8% are optimized. Now is the time to act.
Provincial Comparison
58 cities analyzed
Schema Opportunity
Only 13% of contractors in Pharr have structured data—that's 124 competitors invisible to AI systems. Adding JSON-LD schema is a quick win with immediate impact.
The Review Paradox
Top 10% contractors in Pharr average 163 reviews vs 3 for the bottom 50% — that's 54.3x more. But here's the catch: some businesses with lots of reviews still score poorly (23.3/100 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 | 71 | 33.6 | 2.8% | 100% | 13% | Low | Hamlin Pools 82/100 | |
| General-contractor | 71 | 33.6 | 2.8% | 100% | 13% | Low | Hamlin Pools 82/100 |
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Methodology
This analysis aggregates data from 142 contractors across 2 trades in Pharr. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify