B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
37%
37% -- pct citing role specific ai examples as adoption enabler for US full-time workers already using AI at work at least weekly (2026)
37% of US full-time workers who use AI weekly cited role-specific examples of how AI applies to their job as an enabler for wider creative AI use.
- Self-reported survey data from vendor-sponsored research
- Exploratory study based on respondents already using AI at work weekly
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
37%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
1,002
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
Adobe
Primary
Tier B
https://marketinghelm.com/news/adobe-creative-ai-relevance-barrier ↗
Source Article
Adobe AI Study: Relevance, Not Reluctance, Blocks Use
The 1,002 US workers in Adobe’s survey all use AI weekly, yet only 9% use it mostly for creative work, and 47% say the reason is that nobody has shown them how it applies to their role.
The 1,002 US workers in Adobe’s survey all use AI weekly, yet only 9% use it mostly for creative work, and 47% say…
Original Research
Adobe
· Original study ↗
Methodology
Top-ranked enabler of wider creative AI use in Adobe's survey
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
US full-time workers already using AI at work at least weekly: 37% pct citing role specific ai examples as adoption enabler. Source: Adobe (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/adobe-enabler-role-examples-37pct
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<blockquote cite="https://lighthousedata.io/data/adobe-enabler-role-examples-37pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>37%</strong> -- pct citing role specific ai examples as adoption enabler for US full-time workers already using AI at work at least weekly<br><small>Source: Adobe (2026) · <a href="https://lighthousedata.io/data/adobe-enabler-role-examples-37pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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