B Evidence Grade B Graded under review Safe to Cite Current

61%

61% -- share of shoppers reading reviews before purchase for online shoppers (2026)

2026  · arpatech.com

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Attribution: arpatech.com View source
Lighthouse Research Team
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Source verified Evidence graded
Value
61%
Unit
Percentage
Data Vintage
2026
Entity
online shoppers
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
arpatech.com Primary Tier C
https://www.arpatech.com/blog/top-tips-for-an-effective-ecommerce-design-for-better-conversions/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
eCommerce Design Tips for Higher Conversions
Original Research
arpatech.com · Original study ↗

Survey figure cited without named original source

Methodology documented
Industrymarketing
Plain Text
online shoppers: 61% share of shoppers reading reviews before purchase. Source: arpatech.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/shoppers-read-reviews-before-purchase-61
HTML Embed
<blockquote cite="https://lighthousedata.io/data/shoppers-read-reviews-before-purchase-61" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>61%</strong> -- share of shoppers reading reviews before purchase for online shoppers<br><small>Source: arpatech.com (2026) · <a href="https://lighthousedata.io/data/shoppers-read-reviews-before-purchase-61" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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