Fredericton, New Brunswick
Complete analysis of 40 contractors across 3 trades.
**MARKET MATURITY: Emerging** — At 12.5% AI-ready, Fredericton is an emerging market—early adopters haven't yet established dominance. Maximum opportunity for those who act now.
- •87.5% of contractors in Fredericton are invisible to AI systems
- •HVAC Contractor lead with 16.7% AI-ready
- •Fredericton ranks +1.9 points above New Brunswick average
- •Only 0% have proper schema markup
"Fredericton is at an interesting inflection point. It's large enough to have serious competition, but small enough that a few smart moves can put you ahead of the pack. The contractors who act now will own this market when AI recommendations become the norm."
— Gabriel Bujold, Co-Founder, VerifiedNode
Top Performers by Trade
Scores based on Verified Node AI Trust Index
The Digital Divide
Of 40 contractors in Fredericton, only 5 (12.5%) have the digital signals AI assistants surface. The other 35 are effectively invisible when consumers ask ChatGPT for recommendations.
Market Analysis
Fredericton offers an accessible market with 40 contractors across 3 trades. AI competition is low—only 12.5% are optimized. Now is the time to act.
Provincial Comparison
3 cities analyzed
Schema Opportunity
Only 0% of contractors in Fredericton have structured data—that's 40 competitors invisible to AI systems. Adding JSON-LD schema is a quick win with immediate impact.
Leaders & Laggards
HVAC Contractor lead with 16.7% AI visibility, while Plumber lag behind at 10%. This 6.7-point gap represents an opportunity for businesses in less optimized trades.
The Review Paradox
Top 10% contractors in Fredericton average 83 reviews vs 18 for the bottom 50% — that's 4.7x more. But here's the catch: some businesses with lots of reviews still score poorly (26.6/100 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 | 18 | 38.7 | 11.1% | 78% | 0% | Low | Brewers HVAC Solutions Inc 81/100 | |
| HVAC Contractor | 12 | 45.1 | 16.7% | 100% | 0% | Medium | Brewers HVAC Solutions Inc 81/100 | |
| Plumber | 10 | 36.2 | 10% | 50% | 0% | Low | Leachmans Plumbing & Heating Ltd 81/100 |
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Methodology
This analysis aggregates data from 40 contractors across 3 trades in Fredericton. Scores are calculated using our proprietary AI Trust Index.
Google Maps data via Apify