B Evidence Grade B Graded under review Safe to Cite Current

25%

25% -- gross margin outperformance for businesses leveraging customer behaviour data (2026)

2026  · McKinsey

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Attribution: McKinsey View source
Lighthouse Research Team
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Source verified Evidence graded
Value
25%
Unit
Percentage
Data Vintage
2026
Entity
businesses leveraging customer behaviour data
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
McKinsey Primary Tier C
https://www.digidir.com/using-data-analytics-to-drive-marketing-decisions/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Using Data Analytics to Drive Marketing Decisions - DigiDir – Digital Marketing Agency
In a bustling city, there’s a marketer, Sarah, staring at her computer screen, surrounded by charts and graphs. Her challenge is not uncommon in the modern marketing world – to make sense of the vast ocean of data her campaigns generate. Sarah’s story mirrors the journey of marketers worldwide, navi…
Original Research
McKinsey · Original study ↗

Cited from McKinsey; original methodology not stated

Methodology documented
Industrymarketing
Plain Text
businesses leveraging customer behaviour data: 25% gross margin outperformance. Source: McKinsey (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/customer-behaviour-data-gross-margin-25
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<blockquote cite="https://lighthousedata.io/data/customer-behaviour-data-gross-margin-25" 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 behaviour data<br><small>Source: McKinsey (2026) · <a href="https://lighthousedata.io/data/customer-behaviour-data-gross-margin-25" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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