B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
40%
40% -- return rate reduction for fashion ecommerce returns (Shopify data) (2025)
Shopify data suggests virtual fitting rooms and body scanning solutions can reduce return rates in fashion ecommerce by up to 40%.
- Represents an upper bound ('up to 40%')
- Specific to the adoption of virtual fitting rooms and body scanning solutions
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
40%
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
Shopify
Primary
Tier C
https://www.okkular.io/ai-in-fashion-ecommerce-revolutionizing-the-industry-with-intelligence/ ↗
Source Article
AI in Fashion Ecommerce: Revolutionizing the Industry with Intelligence - Okkular
The integration of AI in fashion ecommerce is driving a transformative revolution in this rapidly growing industry. From enhancing customer experiences to streamlining business operations, AI is empowering brands to reach new levels of optimization and agility.
A surge in AI adoption is driven by th…
Original Research
Shopify
· Original study ↗
Methodology
Shopify data on virtual fitting/body scanning solutions
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
fashion ecommerce returns (Shopify data): 40% return rate reduction. Source: Shopify (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/virtual-fitting-returns-reduction
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<blockquote cite="https://lighthousedata.io/data/virtual-fitting-returns-reduction" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- return rate reduction for fashion ecommerce returns (Shopify data)<br><small>Source: Shopify (2025) · <a href="https://lighthousedata.io/data/virtual-fitting-returns-reduction" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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