B
Evidence Grade B
Graded
under review
Safe to Cite
Current
4.1%
4.1% -- out of stock lost revenue share for average retailer (2026)
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
4.1%
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
RetailWire
Primary
Tier C
https://andavisolutions.com/articles/empty-shelves-lost-revenue-the-toll-of-out-of-stock-in-the-alco… ↗
Source Article
Empty Shelves, Lost Revenue: The Toll of Out-of
Original Research
RetailWire
· Original study ↗
Methodology
Cited study by RetailWire; methodology not stated
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
average retailer: 4.1% out of stock lost revenue share. Source: RetailWire (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/out-of-stock-lost-revenue-share
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<blockquote cite="https://lighthousedata.io/data/out-of-stock-lost-revenue-share" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>4.1%</strong> -- out of stock lost revenue share for average retailer<br><small>Source: RetailWire (2026) · <a href="https://lighthousedata.io/data/out-of-stock-lost-revenue-share" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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