B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
80%
80% -- ai adoption expectation rate for Retail executives (2021)
80% of retail executives expect their companies to adopt AI-powered intelligent automation by 2027.
- Original survey source is cited broadly as 'the latest statistics'
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
80%
Unit
Percentage
Data Vintage
2021
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
competera.net
Primary
Tier C
https://competera.net/resources/articles/competera-business-breakfast ↗
Source Article
Tech Revolution in Retail: Ukrainian Retailers Talk On The Latest Advancements
December 14, 2021, under the roof of a cozy steak house at the very heart of Kyiv, Competera gathered key figures of Ukrainian retail. The guest list included top managers and retail professionals from Epicentr K, Eva, Intertop, MHP, as well as industry experts Alexey Chorniy from Suntown Ukraine, a…
Original Research
competera.net
· Original study ↗
Methodology
Competera cites unnamed 'latest statistics' (as of December 2021) on retail AI/automation adoption expectations, with adoption expected by 2027. Original survey not identified in the article.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Retail executives: 80% ai adoption expectation rate. Source: competera.net (2021). Via Lighthouse Intelligence -- https://lighthousedata.io/data/retail-ai-adoption-expectation-2027
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<blockquote cite="https://lighthousedata.io/data/retail-ai-adoption-expectation-2027" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>80%</strong> -- ai adoption expectation rate for Retail executives<br><small>Source: competera.net (2021) · <a href="https://lighthousedata.io/data/retail-ai-adoption-expectation-2027" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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