B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
25%
25% -- gross margin outperformance for businesses leveraging customer behavioral analytics (2025)
Businesses that leverage customer behavioral analytics outperform peers by more than 25% in gross margin.
- Lower bound stated as 'more than 25%'
Attribution:
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Lighthouse Research Team
Last verified:
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Evidence graded
Value
25%
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 & Company
Primary
Tier B
https://blog.automatedsalesmachine.com/what-is-business-analysis/ ↗
Source Article
What Is Business Analysis? A Complete Guide for Small Business Owners - The Conversion Feed
TL;DR: What is business analysis? It is the practice of examining how your company operates, identifying inefficiencies, and recommending data-driven solutions to drive measurable growth. For small businesses, it means turning raw data into clear decisions — from trimming wasted spend to automating …
Original Research
McKinsey & Company
· Original study ↗
Methodology
Cited from McKinsey & Company research via vendor blog; 'more than' indicates a lower bound
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
businesses leveraging customer behavioral analytics: 25% gross margin outperformance. Source: McKinsey & Company (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/mckinsey-behavioral-analytics-gross-margin
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<blockquote cite="https://lighthousedata.io/data/mckinsey-behavioral-analytics-gross-margin" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- gross margin outperformance for businesses leveraging customer behavioral analytics<br><small>Source: McKinsey & Company (2025) · <a href="https://lighthousedata.io/data/mckinsey-behavioral-analytics-gross-margin" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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