B
Evidence Grade B
Graded
under review
Safe to Cite
Current
50%
50% -- lost intended sales due to out of stock for retailers (2026)
Retailers lost approximately 50% of intended sales due to out-of-stock products.
- Attributed vaguely to 'studies show' without specific citation or methodology
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
50%
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
appikon.com
Primary
Tier C
https://www.appikon.com/blog/best-dropshipping-shopify-apps ↗
Source Article
15 Best Dropshipping Shopify Apps You Absolutely Need To Get More Sales
Original Research
appikon.com
· Original study ↗
Methodology
Cited as 'studies show' without named source
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
retailers: 50% lost intended sales due to out of stock. Source: appikon.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/out-of-stock-lost-sales
HTML Embed
<blockquote cite="https://lighthousedata.io/data/out-of-stock-lost-sales" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>50%</strong> -- lost intended sales due to out of stock for retailers<br><small>Source: appikon.com (2026) · <a href="https://lighthousedata.io/data/out-of-stock-lost-sales" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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