B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
15%
15% -- customer retention uplift for Companies using predictive analytics (2025)
Predictive analytics can boost customer retention by 15% according to McKinsey research.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
15%
Unit
Percentage
Data Vintage
2025
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
McKinsey & Company
Primary
Tier C
https://soulmates.ai/insights/what-if-you-could-predict-human-behavior-with-93-fidelity ↗
Source Article
Beyond Guesswork: What If You Could Predict Human Behavior with 93% Accuracy? | Audience Council
What If You Could Predict Human Behavior with 93% Fidelity?
Matthew Downes | October 23, 2025 6:18 PM UTC
Overview
Behavior is hard to predict because stated intent and real actions diverge, so Soulmates.ai frames 93% fidelity Digital Twins—grounded in real psychographic inputs—as a way to forecast …
Original Research
McKinsey & Company
· Original study ↗
Methodology
Cited from McKinsey research on predictive analytics; specific report title not identified in the source article.
Methodology documented
Segmentation
IndustryAll
RegionGlobal
RoleAll marketers
Cite this stat
Plain Text
Companies using predictive analytics: 15% customer retention uplift. Source: McKinsey & Company (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/predictive-analytics-retention-boost-15
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<blockquote cite="https://lighthousedata.io/data/predictive-analytics-retention-boost-15" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>15%</strong> -- customer retention uplift for Companies using predictive analytics<br><small>Source: McKinsey & Company (2025) · <a href="https://lighthousedata.io/data/predictive-analytics-retention-boost-15" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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