B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
52%
52% -- ai adoption barrier rate for e-commerce leaders (2025)
52% of e-commerce leaders cite data privacy and security as top barriers to AI adoption.
- Original survey source is unnamed
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
52%
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
aissist.io
Primary
Tier C
https://aissist.io/insights/ai-assistant-natural-language-automation ↗
Source Article
AI Assistant for Natural Language Automation | Aissist.io
AI Assistant: Simplifying AI Collaboration in Customer Support
The biggest challenge with automation is not technology. It is adoption.
No setup. No complex commands. Just ask, and it works.
Surveys show 52% of e-commerce leaders cite data privacy and security as top barriers to AI adoption, stallin…
Original Research
aissist.io
· Original study ↗
Methodology
Vendor-cited survey; original source unnamed
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
e-commerce leaders: 52% ai adoption barrier rate. Source: aissist.io (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ecommerce-leaders-ai-adoption-privacy-barrier
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<blockquote cite="https://lighthousedata.io/data/ecommerce-leaders-ai-adoption-privacy-barrier" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>52%</strong> -- ai adoption barrier rate for e-commerce leaders<br><small>Source: aissist.io (2025) · <a href="https://lighthousedata.io/data/ecommerce-leaders-ai-adoption-privacy-barrier" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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