B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
57%
57% -- share of ai ml use cases for customer experience improvement (2021)
According to Statista, improving customer experience represented the top artificial intelligence and machine learning use case in 2021 at 57%.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
57%
Unit
Percentage
Data Vintage
2021
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
Statista
Primary
Tier C
https://behavioralsignals.com/ai-mediated-conversations-customer-experience/ ↗
Source Article
AI
Original Research
Statista
· Original study ↗
Methodology
Cited from Statista; methodology not stated in article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
customer experience improvement: 57% share of ai ml use cases. Source: Statista (2021). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-use-case-customer-experience-2021
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<blockquote cite="https://lighthousedata.io/data/ai-use-case-customer-experience-2021" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>57%</strong> -- share of ai ml use cases for customer experience improvement<br><small>Source: Statista (2021) · <a href="https://lighthousedata.io/data/ai-use-case-customer-experience-2021" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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