B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
25%
25% -- return rate for fashion ecommerce (2026)
Fashion and apparel have a 25% return rate.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
25%
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
50
Citation Chain
60
Independence
30
Methodology
45
Freshness
94
Source
Ringly.io
Primary
Tier C
https://www.genaiembed.ai/blog/fashion-ecommerce-personalization ↗
Source Article
Fashion Ecommerce Personalization Strategies for 2026
Original Research
Ringly.io
· Original study ↗
Methodology
Ringly.io's DTC statistics
Segmentation
Industrymarketing
Cite this stat
Plain Text
fashion ecommerce: 25% return rate. Source: Ringly.io (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/fashion-returns-rate
HTML Embed
<blockquote cite="https://lighthousedata.io/data/fashion-returns-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- return rate for fashion ecommerce<br><small>Source: Ringly.io (2026) · <a href="https://lighthousedata.io/data/fashion-returns-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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