B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Dated

10%

10% -- incremental revenue growth rate for retailers using AI-powered personalized recommendations (2023)

Name: Incremental Revenue Growth Rate Statistics
Creator: Lighthouse Intelligence
Published: 2026-10-03

2023 · McKinsey

Personalized recommendations can drive 10-30% incremental revenue growth for businesses/retailers according to McKinsey.

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Attribution: McKinsey View source

Lighthouse Research Team

Last verified: 2026-10-03 · How we verify data →

Source verified Evidence graded

Value

10%

Unit

Percentage

Data Vintage

2023

Entity

retailers using AI-powered personalized recommendations

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

McKinsey Primary Tier B

https://www.azoai.com/article/AI-Powered-Product-Recommendations-Transforming-Retail-Experiences.asp… ↗

Confidence: 53/100 Vintage: 2023 Channel: Common Crawl

Source Article

AI-Powered Product Recommendations: Transforming Retail Experiences

Original Research

McKinsey · Original study ↗

Methodology

Range 10-30%; midpoint used. Attributed to McKinsey.

Methodology documented

Segmentation

IndustryRetail

Cite this stat

Plain Text

retailers using AI-powered personalized recommendations: 10% incremental revenue growth rate. Source: McKinsey (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/personalized-recommendations-revenue-growth-mckinsey

HTML Embed

<blockquote cite="https://lighthousedata.io/data/personalized-recommendations-revenue-growth-mckinsey" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>10%</strong> -- incremental revenue growth rate for retailers using AI-powered personalized recommendations<br><small>Source: McKinsey (2023) · <a href="https://lighthousedata.io/data/personalized-recommendations-revenue-growth-mckinsey" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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