B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
20%
20% -- returns reduction rate for Amazon sellers using QR-code inserts (complex categories) (2026)
Using QR code inserts can reduce product returns by 20% to 40% in complex product categories.
- Claimed during an AMA discussion without underlying empirical study details
- Applies specifically to complex product categories
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
20%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
SIMPI
Primary
Tier C
https://amalyze.com/resources/amasessions ↗
Source Article
AMA Sessions — Long
Original Research
SIMPI
· Original study ↗
Methodology
Range 20–40%; midpoint extracted. Claim by SIMPI team in AMA session; no methodology stated
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Amazon sellers using QR-code inserts (complex categories): 20% returns reduction rate. Source: SIMPI (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/qr-insert-returns-reduction-20-40
HTML Embed
<blockquote cite="https://lighthousedata.io/data/qr-insert-returns-reduction-20-40" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- returns reduction rate for Amazon sellers using QR-code inserts (complex categories)<br><small>Source: SIMPI (2026) · <a href="https://lighthousedata.io/data/qr-insert-returns-reduction-20-40" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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