B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
40%
40% -- revenue lift from personalization excellence for companies excelling at personalization (2025)
Companies that excel at personalization generate 40% more revenue compared to average players in their category.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2025
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
McKinsey & Company
Primary
Tier B
https://blog.automatedsalesmachine.com/customer-experience-management/ ↗
Source Article
Customer Experience Management Software: The Complete Playbook for Service Businesses - The Conversion Feed
Every service business eventually faces the same reckoning: customers expect more than a good service. They expect to feel known, heard, and valued at every step. When that expectation goes unmet — a missed follow-up, a forgotten birthday offer, a complaint that fell through the cracks — they don’t …
Original Research
McKinsey & Company
· Original study ↗
Methodology
Cited from McKinsey & Company research
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
companies excelling at personalization: 40% revenue lift from personalization excellence. Source: McKinsey & Company (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/personalization-revenue-lift-40pct
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<blockquote cite="https://lighthousedata.io/data/personalization-revenue-lift-40pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- revenue lift from personalization excellence for companies excelling at personalization<br><small>Source: McKinsey & Company (2025) · <a href="https://lighthousedata.io/data/personalization-revenue-lift-40pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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