B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
8.7%
8.7% -- physical store return rate for physical retail stores (2026)
The return rate in physical stores is roughly 8.7 percent according to 2026 industry benchmarks.
- roughly 8.7 percent
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
8.7%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
pixelforce.com
Primary
Tier B
https://pixelforce.com/blog/ar-discover-potential-business ↗
Source Article
Is Augmented Reality Worth It for Your Business App?
Augmented reality is worth adding to a business app in 2026 when it does one of four measurable jobs: lifts conversion on a physical product, cuts returns, shortens training, or removes a site visit. Outside those four, AR is a demonstration rather than a feature, and it adds cost to a product witho…
Original Research
pixelforce.com
· Original study ↗
Methodology
Cited as 2026 industry benchmarks
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
physical retail stores: 8.7% physical store return rate. Source: pixelforce.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/physical-store-return-rate-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/physical-store-return-rate-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>8.7%</strong> -- physical store return rate for physical retail stores<br><small>Source: pixelforce.com (2026) · <a href="https://lighthousedata.io/data/physical-store-return-rate-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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