B
Evidence Grade B
Graded
under review
Safe to Cite
Current
89%
89% -- marketers reporting revenue increase from personalization for U.S. marketers (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
89%
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
Google
Primary
Tier C
https://www.artunlimitedusa.com/blog/adwords-win-mobile-repair-leads ↗
Source Article
How to Utilize AdWords to Win Mobile Collision Repair Leads
Original Research
Google
· Original study ↗
Methodology
Google-reported figure cited in article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
U.S. marketers: 89% marketers reporting revenue increase from personalization. Source: Google (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/personalization-revenue-increase-us-marketers
HTML Embed
<blockquote cite="https://lighthousedata.io/data/personalization-revenue-increase-us-marketers" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>89%</strong> -- marketers reporting revenue increase from personalization for U.S. marketers<br><small>Source: Google (2026) · <a href="https://lighthousedata.io/data/personalization-revenue-increase-us-marketers" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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