B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
5%
5% -- revenue lift from personalization for companies using AI personalization (2025)
Personalization powered by AI can lift revenue by 5 to 15 percent.
- Reported as a range of 5 to 15 percent
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
5%
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
Primary
Tier B
https://www.pam.ai/blog/dealership-growth ↗
Source Article
Dealership Growth Guide To Accelerate Your Automotive Business | Pam
Dealership Growth Guide To Accelerate Your Automotive Business
Dealership Growth Guide To Accelerate Your Automotive Business
Dealership Growth Guide To Accelerate Your Automotive Business
Focus on sustainable dealership growth. Our tailored programs help you build a stronger brand and a more profit…
Original Research
McKinsey
· Original study ↗
Methodology
Range 5-15%, midpoint used; McKinsey research cited by Pam AI blog
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
companies using AI personalization: 5% revenue lift from personalization. Source: McKinsey (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-personalization-revenue-lift
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<blockquote cite="https://lighthousedata.io/data/ai-personalization-revenue-lift" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>5%</strong> -- revenue lift from personalization for companies using AI personalization<br><small>Source: McKinsey (2025) · <a href="https://lighthousedata.io/data/ai-personalization-revenue-lift" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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