B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
60%
60% -- routine query volume share for ecommerce support tickets (2026)
Common/routine queries make up 60% to 80% of total customer support ticket volume during peak season.
- Reported as a range of 60 to 80 percent
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
60%
Unit
Percentage
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
alhena.ai
Primary
Tier C
https://alhena.ai/blog/ai-customer-support-peak-season/ ↗
Source Article
Peak Season Customer Support Playbook: How Ecommerce Brands Use AI Instead of Seasonal Hires
Original Research
alhena.ai
· Original study ↗
Methodology
Range 60-80%, midpoint used
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
ecommerce support tickets: 60% routine query volume share. Source: alhena.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/routine-queries-ai-share
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<blockquote cite="https://lighthousedata.io/data/routine-queries-ai-share" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>60%</strong> -- routine query volume share for ecommerce support tickets<br><small>Source: alhena.ai (2026) · <a href="https://lighthousedata.io/data/routine-queries-ai-share" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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