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

5%

5% -- ai roi realization rate for Retailers (2026)

2026  · Voyado

Only 5% of retailers report clear, scalable ROI from AI experimentation.

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Attribution: Voyado View source
Lighthouse Research Team
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Source verified Evidence graded
Value
5%
Unit
Percentage
Data Vintage
2026
Entity
Retailers
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
Voyado Primary Tier B
https://voyado.com/resources/blog/making-ai-work-inside-retail-organizations/ ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Making AI work inside retail organizations - Voyado
According to Voyado’s State of AI in retail report, 95% of retailers are already experimenting with AI. They’re testing tools, exploring use cases, prompting, automating, building, and trying to understand where the technology fits. And yet, only 5% report clear, scalable ROI. That’s more of a caver…
Original Research
Voyado · Original study ↗

Voyado State of AI in retail report

Methodology documented
Industrymarketing
Plain Text
Retailers: 5% ai roi realization rate. Source: Voyado (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/retailers-clear-scalable-ai-roi-2026
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<blockquote cite="https://lighthousedata.io/data/retailers-clear-scalable-ai-roi-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>5%</strong> -- ai roi realization rate for Retailers<br><small>Source: Voyado (2026) · <a href="https://lighthousedata.io/data/retailers-clear-scalable-ai-roi-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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