B Evidence Grade B Graded under review Safe to Cite Current

43%

43% -- companies delivering personalized desktop experience for companies (2026)

2026  · Econsultancy

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Attribution: Econsultancy View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
43%
Unit
Percentage
Data Vintage
2026
Entity
companies
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
Econsultancy Primary Tier C
http://roymorejon.com/ ↗
Confidence: 23/100 Vintage: 2026 Channel: Common Crawl
Source Article
Roy Morejon
Original Research
Econsultancy · Original study ↗

Cited from Econsultancy report on website personalization

Methodology documented
IndustryRetail Company SizeAll sizes RoleAll marketers Channelmulti-channel
Plain Text
companies: 43% companies delivering personalized desktop experience. Source: Econsultancy (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/desktop-personalization-43
HTML Embed
<blockquote cite="https://lighthousedata.io/data/desktop-personalization-43" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>43%</strong> -- companies delivering personalized desktop experience for companies<br><small>Source: Econsultancy (2026) · <a href="https://lighthousedata.io/data/desktop-personalization-43" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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