B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
48%
48% -- share of customers spending more with personalized offers for retail customers (2025)
Nearly 48% of customers spend more when offers are personalized.
- Cites unnamed studies
- Source states 'nearly 48%'
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
48%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
tiliter.com
Primary
Tier C
https://www.tiliter.com/blog/how-vision-ai-agents-can-transform-the-retail-workflow ↗
Source Article
How Vision AI Agents Can Transform the Retail Workflow | Tiliter
How Vision AI Agents Can Transform the Retail Workflow
Retail operations include several tasks that can be time-consuming when done manually. Studies show that retail employees spend about 30% of their time on inventory checks and loss prevention.
Vision AI agents are a subset of AI that can interpr…
Original Research
tiliter.com
· Original study ↗
Methodology
Blog citing unnamed studies
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
retail customers: 48% share of customers spending more with personalized offers. Source: tiliter.com (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/personalized-offers-customer-spend
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<blockquote cite="https://lighthousedata.io/data/personalized-offers-customer-spend" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>48%</strong> -- share of customers spending more with personalized offers for retail customers<br><small>Source: tiliter.com (2025) · <a href="https://lighthousedata.io/data/personalized-offers-customer-spend" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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