B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
95%
95% -- retailers facing barriers to ai adoption for Singapore retailers (2026)
95% of surveyed Singapore retailers said they continue to face barriers to broader AI adoption.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
95%
Unit
Percentage
Data Vintage
2026
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Adyen
Primary
Tier B
https://asianbusinessreview.com/news/rising-costs-fail-slow-spending-42-singaporeans ↗
Source Article
Rising costs fail to slow spending for 42% of Singaporeans
Original Research
Adyen
· Original study ↗
Methodology
Adyen Index 2026 Singapore Retail Report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Singapore retailers: 95% retailers facing barriers to ai adoption. Source: Adyen (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/retailers-facing-ai-adoption-barriers-95pct
HTML Embed
<blockquote cite="https://lighthousedata.io/data/retailers-facing-ai-adoption-barriers-95pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>95%</strong> -- retailers facing barriers to ai adoption for Singapore retailers<br><small>Source: Adyen (2026) · <a href="https://lighthousedata.io/data/retailers-facing-ai-adoption-barriers-95pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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