B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
52%
52% -- ai adoption rate for blue-collar business owners (2026)
52% of blue-collar business owners use AI in day-to-day operations.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
52%
Unit
Percentage
Data Vintage
2026
Entity
Geography
North America
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Jobber
Primary
Tier C
https://diligentic.ca/blog/calgary-plumbing-companies/ ↗
Source Article
Why Calgary Plumbing Companies Miss High-Value Jobs Without a Powerful AI-Powered Plumbing CRM Automation
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Ajay Kumar
Founder & CEOCalgary Plumbing Companies are not always losing high-value jobs because they lack leads. Many are losing opportunities after the lead arrives.
They invest in SEO, Google Ads, referrals, local service pages, and repeat customer marketing. But when nobody follows up quic…
Original Research
Jobber
· Original study ↗
Methodology
Cited from Jobber's 2026 Home Service Trends Report
Methodology documented
Segmentation
IndustryHome Services
Company SizeSMB
RegionNorth America
Channelcontent
Cite this stat
Plain Text
blue-collar business owners: 52% ai adoption rate. Source: Jobber (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/blue-collar-owners-ai-adoption-2026
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<blockquote cite="https://lighthousedata.io/data/blue-collar-owners-ai-adoption-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>52%</strong> -- ai adoption rate for blue-collar business owners<br><small>Source: Jobber (2026) · <a href="https://lighthousedata.io/data/blue-collar-owners-ai-adoption-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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