B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
30%
30% -- wismo share of support volume for ecommerce customer support (2026)
WISMO queries make up 30% to 40% of all ecommerce customer support volume.
- Reported as a range of 30 to 40%
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
30%
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/wismo-ai-order-tracking/ ↗
Source Article
WISMO: How AI Handles Where Is My Order at Scale
Original Research
alhena.ai
· Original study ↗
Methodology
Range 30-40%, midpoint used; vendor blog citing industry data without named source
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
ecommerce customer support: 30% wismo share of support volume. Source: alhena.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/wismo-share-ecommerce-support-volume
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<blockquote cite="https://lighthousedata.io/data/wismo-share-ecommerce-support-volume" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- wismo share of support volume for ecommerce customer support<br><small>Source: alhena.ai (2026) · <a href="https://lighthousedata.io/data/wismo-share-ecommerce-support-volume" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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