B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Recent

73%

73% -- share of shoppers saying ai enhances experience for shoppers (2025)

2025  · untap-ai.com

Approximately 73% of shoppers feel that AI significantly enhances their experience.

  • The source does not specify the underlying survey methodology, sample size, or original source.
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Attribution: untap-ai.com View source
Lighthouse Research Team
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Source verified Evidence graded
Value
73%
Unit
Percentage
Data Vintage
2025
Entity
shoppers
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
untap-ai.com Primary Tier C
https://untap-ai.com/blog/1ZG7gvmKH1AZtUA2zInSbFKLYd4nYG2WeB6biBN28Sdg ↗
Confidence: 48/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Transforming Customer Relationships with AI-Powered Chatbots: The Future of Engagement - Untap AI Blog
Transforming Customer Relationships with AI-Powered Chatbots: The Future of Engagement Transforming Customer Relationships with AI-Powered Chatbots: The Future of Engagement Introduction In today’s fast-paced digital landscape, businesses are constantly seeking innovative ways to strengthen their co…
Original Research
untap-ai.com · Original study ↗

Survey figure cited without named original source

Methodology documented
Industrymarketing
Plain Text
shoppers: 73% share of shoppers saying ai enhances experience. Source: untap-ai.com (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/shoppers-ai-enhances-experience-73pct
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<blockquote cite="https://lighthousedata.io/data/shoppers-ai-enhances-experience-73pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>73%</strong> -- share of shoppers saying ai enhances experience for shoppers<br><small>Source: untap-ai.com (2025) · <a href="https://lighthousedata.io/data/shoppers-ai-enhances-experience-73pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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