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

32%

32% -- smart retail market cagr for global AI-driven smart retail (2025)

2025  · McKinsey

Global AI-driven smart retail is projected to expand at a 32% compound annual growth rate through 2030.

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Attribution: McKinsey View source
Lighthouse Research Team
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Source verified Evidence graded
Value
32%
Unit
Percentage
Data Vintage
2025
Entity
global AI-driven smart retail
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
McKinsey Primary Tier B
https://www.annorobots.com/news/7/ ↗
Confidence: 53/100 Vintage: 2025 Channel: Common Crawl
Source Article
News
Original Research
McKinsey · Original study ↗

Cited projection attributed to McKinsey

Methodology documented
Industrymarketing
Plain Text
global AI-driven smart retail: 32% smart retail market cagr. Source: McKinsey (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-smart-retail-cagr-2030
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<blockquote cite="https://lighthousedata.io/data/ai-smart-retail-cagr-2030" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>32%</strong> -- smart retail market cagr for global AI-driven smart retail<br><small>Source: McKinsey (2025) · <a href="https://lighthousedata.io/data/ai-smart-retail-cagr-2030" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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