B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
39.2%
39.2% -- share citing shipping and return policy concern for Eyewear e-commerce survey respondents (2023)
39.2% of surveyed respondents indicated concern about shipping and return policies when shopping for eyewear online.
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
39.2%
Unit
Percentage
Data Vintage
2023
Entity
Sample Size
1,032
Geography
EMEA
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
PTTRNS.ai
Primary
Tier A
https://www.pttrns.ai/resources/articles/key-conversion-challenges-in-eyewear-e-commerce ↗
Source Article
Key conversion challenges and digital innovations in eyewear e-commerce — PTTRNS.ai
Key conversion challenges and digital innovations in eyewear e-commerce
Global e-commerce has become a huge force in the last few years. When it comes to eyewear, however, online conversion rates tend to be way smaller. In developing markets, such as China, e-commerce eyewear sales have reached 23% …
Original Research
PTTRNS.ai
· Original study ↗
Methodology
Online survey by PTTRNS.ai, 1032 respondents, predominantly Europe, 2023
Methodology documented
Segmentation
IndustryeCommerce
RegionEMEA
Cite this stat
Plain Text
Eyewear e-commerce survey respondents: 39.2% share citing shipping and return policy concern. Source: PTTRNS.ai (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/eyewear-shipping-returns-concern-39-2pct
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<blockquote cite="https://lighthousedata.io/data/eyewear-shipping-returns-concern-39-2pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>39.2%</strong> -- share citing shipping and return policy concern for Eyewear e-commerce survey respondents<br><small>Source: PTTRNS.ai (2023) · <a href="https://lighthousedata.io/data/eyewear-shipping-returns-concern-39-2pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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