B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
8%
8% -- product return rate for Physical retail (2025)
Product return rates in physical retail are roughly 8% to 10%.
- Reported as an approximate range (roughly 8 to 10%)
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
8%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
National Retail Federation
Primary
Tier B
https://www.dazze.studio/insights/customer-experience-retention/ecommerce-returns-strategy-customer-… ↗
Source Article
Mastering Ecommerce Returns: Strategies for Success and Satisfaction
eCommerce Returns: Strategy, Customer Experience and Practical Management
For an independent fashion or lifestyle brand, eCommerce returns are easy to treat as a cost to be tolerated, a bit of admin that happens after the sale. That view is expensive. In fashion, returns run higher than in almost an…
Original Research
National Retail Federation
· Original study ↗
Methodology
Range 8-10%; midpoint used. Cited to National Retail Federation; Statista.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Physical retail: 8% product return rate. Source: National Retail Federation (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/physical-retail-return-rate-2025
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<blockquote cite="https://lighthousedata.io/data/physical-retail-return-rate-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>8%</strong> -- product return rate for Physical retail<br><small>Source: National Retail Federation (2025) · <a href="https://lighthousedata.io/data/physical-retail-return-rate-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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