B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
40%
40% -- revenue uplift from personalization for companies using advanced AI-driven personalization (2021)
Companies leveraging advanced personalization achieve approximately 40% higher revenue than competitors that do not.
- Stated as an approximation ('approximately 40%')
- Personalization defined as including AI-driven, real-time website experiences
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2021
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
McKinsey & Company
Primary
Tier A
https://www.capably.ai/resources/ai-marketing-automation ↗
Source Article
AI Marketing Automation: From Insights to Autonomous Actions
Effective collaboration is the backbone of any successful team, but too often, it’s slowed down by disconnected tools, endless email threads, and scattered information. Read on to learn more.
AI has been part of marketing for years, providing predictions, personalization, and helpful suggestions for…
Original Research
McKinsey & Company
· Original study ↗
Methodology
McKinsey & Company research on advanced personalization
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
companies using advanced AI-driven personalization: 40% revenue uplift from personalization. Source: McKinsey & Company (2021). Via Lighthouse Intelligence -- https://lighthousedata.io/data/personalization-revenue-uplift-mckinsey
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<blockquote cite="https://lighthousedata.io/data/personalization-revenue-uplift-mckinsey" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- revenue uplift from personalization for companies using advanced AI-driven personalization<br><small>Source: McKinsey & Company (2021) · <a href="https://lighthousedata.io/data/personalization-revenue-uplift-mckinsey" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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