B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
85%
85% -- share using ai for return fraud detection for US retailers (2025)
85% of retailers are already using AI to detect return fraud according to the NRF 2025 Retail Returns Landscape report.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
85%
Unit
Percentage
Data Vintage
2025
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
NRF
Primary
Tier A
https://anadea.info/blog/ai-in-ecommerce/ ↗
Source Article
AI in E-commerce: Where AI Actually Makes Money in E
Original Research
NRF
· Original study ↗
Methodology
NRF 2025 Retail Returns Landscape report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
US retailers: 85% share using ai for return fraud detection. Source: NRF (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/retailers-ai-return-fraud-detection
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<blockquote cite="https://lighthousedata.io/data/retailers-ai-return-fraud-detection" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>85%</strong> -- share using ai for return fraud detection for US retailers<br><small>Source: NRF (2025) · <a href="https://lighthousedata.io/data/retailers-ai-return-fraud-detection" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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