B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
15%
15% -- space utilization efficiency improvement for US shopping malls using advanced analytics (2026)
Malls utilizing advanced analytics have reported improvements in space utilization efficiency ranging up to 15–20%.
- Reported as a range: up to 15–20%
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
15%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
antino.com
Primary
Tier C
https://antino.com/blog/using-ai-to-increase-foot-traffic-and-revenue ↗
Source Article
How US Shopping Malls Are Using AI to Increase Foot Traffic and Revenue?
Original Research
antino.com
· Original study ↗
Methodology
Range 15–20%; midpoint used
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
US shopping malls using advanced analytics: 15% space utilization efficiency improvement. Source: antino.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/mall-analytics-space-utilization-gain
HTML Embed
<blockquote cite="https://lighthousedata.io/data/mall-analytics-space-utilization-gain" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>15%</strong> -- space utilization efficiency improvement for US shopping malls using advanced analytics<br><small>Source: antino.com (2026) · <a href="https://lighthousedata.io/data/mall-analytics-space-utilization-gain" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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