B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
2
2 -- visibility boost for AI-optimized content (GEO/AEO) (2026)
Generative Search and AI Answer Engine Optimization (GEO/AEO) can boost visibility by 2.5x by structuring content for featured snippets in AI.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
2
Unit
Multiple
Data Vintage
2026
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
transactional.net
Primary
Tier C
https://transactional.net/marketing-for-contractor/ ↗
Source Article
Marketing for Contractor: A Transactional Search Playbook
Most contractors do not have a lead problem. They have a targeting problem.
They spend money on broad marketing, generic social posts, weak websites, and agencies obsessed with impressions. Then the phone rings with price shoppers, tire-kickers, and people outside the service area. That is not growt…
Original Research
transactional.net
· Original study ↗
Methodology
Multiplier without explicit baseline number; cited via YouTube discussion on GEO and AEO
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-optimized content (GEO/AEO): 2 visibility boost. Source: transactional.net (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/geo-aeo-visibility-boost
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<blockquote cite="https://lighthousedata.io/data/geo-aeo-visibility-boost" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>2</strong> -- visibility boost for AI-optimized content (GEO/AEO)<br><small>Source: transactional.net (2026) · <a href="https://lighthousedata.io/data/geo-aeo-visibility-boost" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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