B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
15%
15% -- revenue increase from ai personalization for companies using AI-powered personalization (2025)
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
15%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
McKinsey
Primary
Tier C
https://www.sobot.io/article/enable-real-time-contact-center-sentiment-analysis-steps/ ↗
Source Article
Unlock Real-Time Sentiment Analysis for Your Contact Center
You can unlock real-time contact center sentiment analysis by leveraging advanced AI tools like Sobot AI. This powerful technology helps you understand customer emotions during every call or chat, transforming how you manage contact center operations and enhancing the overall customer experience.
- …
Original Research
McKinsey
· Original study ↗
Methodology
Cited from McKinsey research
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
companies using AI-powered personalization: 15% revenue increase from ai personalization. Source: McKinsey (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/mckinsey-ai-personalization-revenue-15
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<blockquote cite="https://lighthousedata.io/data/mckinsey-ai-personalization-revenue-15" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>15%</strong> -- revenue increase from ai personalization for companies using AI-powered personalization<br><small>Source: McKinsey (2025) · <a href="https://lighthousedata.io/data/mckinsey-ai-personalization-revenue-15" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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