B
Evidence Grade B
Verified
accuracy verified by the review judge
Safe to Cite
Current
1%
1% -- enterprise ai agent effective adoption rate for enterprises (2026)
Under 1% of enterprises use AI agents effectively.
- The source specifies 'under 1%' rather than exactly 1%
- Measures 'effective' use of AI agents specifically, not general AI marketing adoption
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
1%
Unit
Percentage
Data Vintage
2026
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
95
Citation Chain
90
Independence
30
Methodology
45
Freshness
95
Source
MMA Global
Primary
Tier B
http://www.mmaglobal.com/events/forums/shanghai2012/overview ↗
Source Article
Overview
Original Research
MMA Global
· Original study ↗
Methodology
Stated by MMA Global Responsible AI Innovation Lab; figure is an upper bound (under 1%)
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
enterprises: 1% enterprise ai agent effective adoption rate. Source: MMA Global (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/enterprises-using-ai-agents-effectively-under-1
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<blockquote cite="https://lighthousedata.io/data/enterprises-using-ai-agents-effectively-under-1" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>1%</strong> -- enterprise ai agent effective adoption rate for enterprises<br><small>Source: MMA Global (2026) · <a href="https://lighthousedata.io/data/enterprises-using-ai-agents-effectively-under-1" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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