Lackawanna, New York
Complete analysis of 23 contractors across 6 trades.
**MARKET MATURITY: Emerging** — At 0% AI-ready, Lackawanna is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •100% of contractors in Lackawanna are invisible to AI systems
- •General Contractor lead with 0% AI-ready
- •Lackawanna ranks -2.6 points below New York average
- •Only 9% have proper schema markup
"What we're seeing in Lackawanna 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 23 contractors in Lackawanna, only 0 (0%) have the digital signals AI assistants surface. The other 23 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Lackawanna offers an accessible market with 23 contractors across 6 trades. AI competition is low—only 0% are optimized. Now is the time to act.
Provincial Comparison
19 cities analyzed
Schema Opportunity
Only 9% of contractors in Lackawanna have structured data—that's 21 competitors invisible to AI systems. Adding JSON-LD schema is a quick win with immediate impact.
The Review Paradox
Top 10% contractors in Lackawanna average 36 reviews vs 4 for the bottom 50% — that's 8.6x more. But here's the catch: some businesses with lots of reviews still score poorly (31.6/100 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 | 14 | 37 | 0% | 100% | 7% | Low | Collegiate Builders Inc. 66/100 | |
| Landscaper | 3 | 37.7 | 0% | 100% | 0% | Low | Alliance Landscapes 44/100 | |
| Electrician | 2 | 35 | 0% | 100% | 0% | Low | Worldscape Supply Inc 40/100 | |
| Roofer | 2 | 52 | 0% | 100% | 50% | Low | Collegiate Builders Inc. 66/100 | |
| Plumber | 1 | 33 | 0% | 100% | 0% | Low | Klemat Plumbing & Heating Inc. 33/100 | |
| HVAC Contractor | 1 | 33 | 0% | 100% | 0% | Low | Dahman Home Heating & Air Conditioning 33/100 |
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Methodology
This analysis aggregates data from 23 contractors across 6 trades in Lackawanna. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify