B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
30%
30% -- return rate from picking errors for Retail orders with picking errors (2026)
Picking errors in retail order fulfillment can result in customer return rates of up to 30%.
- Represents an upper bound ('up to 30%')
- Secondary citation of National Retail Federation data
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
National Retail Federation
Primary
Tier C
https://amilo.co/academy/top-6-methods-to-improve-warehouse-picking-efficiency/en ↗
Source Article
Top 6 Methods to Improve Warehouse Picking Efficiency
Original Research
National Retail Federation
· Original study ↗
Methodology
National Retail Federation data, secondary citation
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Retail orders with picking errors: 30% return rate from picking errors. Source: National Retail Federation (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/picking-errors-return-rate-30
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<blockquote cite="https://lighthousedata.io/data/picking-errors-return-rate-30" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- return rate from picking errors for Retail orders with picking errors<br><small>Source: National Retail Federation (2026) · <a href="https://lighthousedata.io/data/picking-errors-return-rate-30" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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