B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
127
127 -- ai mentions for EMCOR Group (2026-08)
EMCOR Group received 127 AI mentions across five AI platforms in the August 2026 Commercial Mechanical Contractors AEO Index.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
127
Unit
Count
Data Vintage
2026-08
Entity
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Arcalea
Primary
Tier B
https://arcalea.com/aeo-index/mechanical ↗
Source Article
Commercial Mechanical Contractors AEO Index - August 2026
Original Research
Arcalea
· Original study ↗
Methodology
AEO Index two-layer measurement across five AI platforms; blended score 0.616
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
EMCOR Group: 127 ai mentions. Source: Arcalea (2026-08). Via Lighthouse Intelligence -- https://lighthousedata.io/data/emcor-ai-mentions-2026
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<blockquote cite="https://lighthousedata.io/data/emcor-ai-mentions-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>127</strong> -- ai mentions for EMCOR Group<br><small>Source: Arcalea (2026-08) · <a href="https://lighthousedata.io/data/emcor-ai-mentions-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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