B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
30%
30% -- ecommerce return rate for online apparel retail (2025)
E-commerce return rate for apparel reaches 30%.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
30%
Unit
Percentage
Data Vintage
2025
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 (NRF)
Primary
Tier C
https://www.theconsumerpsychologist.com/frictionless-trap.html ↗
Source Article
The Frictionless Trap: Why "Zero-Click" Commerce is Creating a Returns Tsunami
The Frictionless Trap: Why "Zero-Click" Commerce is Creating a Returns Tsunami
The e-commerce revolution promised ultimate convenience. Instead, it has engineered a paradox: the frictionless checkout experience—perfected by Apple Pay, 1-Click purchasing, and Buy Now, Pay Later (BNPL)—has catalyzed t…
Original Research
National Retail Federation (NRF)
· Original study ↗
Methodology
High-velocity category (apparel) e-commerce return rate per 2025 NRF/digital commerce data as cited by The Consumer Psychologist.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
online apparel retail: 30% ecommerce return rate. Source: National Retail Federation (NRF) (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/apparel-ecommerce-return-rate-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/apparel-ecommerce-return-rate-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- ecommerce return rate for online apparel retail<br><small>Source: National Retail Federation (NRF) (2025) · <a href="https://lighthousedata.io/data/apparel-ecommerce-return-rate-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Related Statistics
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.