B
Evidence Grade B
Graded
under review
Safe to Cite
Current
33%
33% -- return rate for Online Shops (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
33%
Unit
Percentage
Data Vintage
2026
Entity
Geography
Global
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
70
Methodology
45
Freshness
95
Sources (3)
Scaleflex
Primary
Tier C
https://www.scaleflex.com/insights/en/black-friday-safety-kit-12-points-checklist ↗
Source Article
Black Friday 12 points checklist to accelerate product images
Also cited by
statista.com
https://www.statista.com/
2026-08-15
triplewhale.com
https://www.triplewhale.com/
2026-08-15
Original Research
Scaleflex
· Original study ↗
Methodology
Compound return rates among online shops.
Segmentation
IndustryRetail
RegionGlobal
Channelmulti-channel
Cite this stat
Plain Text
Online Shops: 33% return rate. Source: Scaleflex (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/black-friday-checklist-return-rate
HTML Embed
<blockquote cite="https://lighthousedata.io/data/black-friday-checklist-return-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>33%</strong> -- return rate for Online Shops<br><small>Source: Scaleflex (2026) · <a href="https://lighthousedata.io/data/black-friday-checklist-return-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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