B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
5%
5% -- revenue uplift for AI-driven customer experience (2026)
Well-executed AI-driven customer experience has the potential to deliver a 5-10% revenue uplift according to McKinsey research.
- Reported as a range of 5-10%
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
5%
Unit
Percentage
Data Vintage
2026
Entity
Geography
Global
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.atm.group/articles/blog/300-roi-prove-yours/ ↗
Source Article
300%+ ROI. Prove yours
Original Research
McKinsey
· Original study ↗
Methodology
Range 5-10%, midpoint used; McKinsey research cited by ATM Group
Methodology documented
Segmentation
IndustryAI
RegionGlobal
RoleAll marketers
Channelcontent
Cite this stat
Plain Text
AI-driven customer experience: 5% revenue uplift. Source: McKinsey (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-cx-revenue-uplift-mckinsey
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-cx-revenue-uplift-mckinsey" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>5%</strong> -- revenue uplift for AI-driven customer experience<br><small>Source: McKinsey (2026) · <a href="https://lighthousedata.io/data/ai-cx-revenue-uplift-mckinsey" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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