B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
18%
18% -- consumer preference for ai product customization for Consumers (2024)
18% of consumers favor AI-driven product customization.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
18%
Unit
Percentage
Data Vintage
2024
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
PYMNTS Intelligence
Primary
Tier B
https://theaisoftwarereport.com/ai-revolutionizes-consumer-shopping-experiences/ ↗
Source Article
The PYMNTS Intelligence research “Getting to Know You: How AI Is Shaping the Future of Shopping” claims that retailers are incorporating AI more and more in order to satisfy customers’ rising desires for individualized, effective, and adaptable shopping experiences. The report highlights that 51% of…
Original Research
PYMNTS Intelligence
· Original study ↗
Methodology
PYMNTS Intelligence survey report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Consumers: 18% consumer preference for ai product customization. Source: PYMNTS Intelligence (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/consumers-favor-ai-product-customization
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<blockquote cite="https://lighthousedata.io/data/consumers-favor-ai-product-customization" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>18%</strong> -- consumer preference for ai product customization for Consumers<br><small>Source: PYMNTS Intelligence (2024) · <a href="https://lighthousedata.io/data/consumers-favor-ai-product-customization" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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