B Evidence Grade B Graded under review Safe to Cite Current

38%

38% -- retailers achieving at least 10pct growth from data initiatives for data-driven retailers (2026)

Name: Retailers Achieving At Least 10pct Growth From Data Initiatives Statistics
Creator: Lighthouse Intelligence
Published: 2026-10-05

2026 · n=300 · Academic study on data analytics and business performance

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Attribution: Academic study on data analytics and business performance View source

Lighthouse Research Team

Last verified: 2026-10-05 · How we verify data →

Source verified Evidence graded

Value

38%

Unit

Percentage

Data Vintage

2026

Entity

data-driven retailers

Sample Size

300

Evidence Quality

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

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Source

Academic study on data analytics and business performance Primary Tier B

https://www.binarysemantics.com/blogs/beyond-surveys-transforming-customer-experience-with-analytics… ↗

Confidence: 53/100 Vintage: 2026 Channel: Common Crawl

Source Article

Transforming Customer Experience with Analytics in Retail Industry

Original Research

Academic study on data analytics and business performance · Original study ↗

Methodology

Survey of nearly 300 participants from supermarkets, department stores, and e-commerce companies

Methodology documented

Segmentation

IndustryRetail RoleAll marketers Channelcontent

Cite this stat

Plain Text

data-driven retailers: 38% retailers achieving at least 10pct growth from data initiatives. Source: Academic study on data analytics and business performance (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/data-driven-retailers-10pct-growth

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<blockquote cite="https://lighthousedata.io/data/data-driven-retailers-10pct-growth" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>38%</strong> -- retailers achieving at least 10pct growth from data initiatives for data-driven retailers<br><small>Source: Academic study on data analytics and business performance (2026) · <a href="https://lighthousedata.io/data/data-driven-retailers-10pct-growth" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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