B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
10%
10% -- share of nonprofits with ai governance policies for nonprofits (2026)
Only 10% of nonprofits have AI governance policies in place.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
10%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
smartthoughts.net
Primary
Tier C
https://www.smartthoughts.net/post/best-ai-tools-for-associations ↗
Source Article
Best AI Tools for Associations 2026: An Executive Guide
Best AI Tools for Association Executives in 2026: ChatGPT vs. Claude vs. Gemini vs. Grok vs. Perplexity
THE BOTTOM LINE:
No single AI tool is best for every association. Claude leads on long-document accuracy and governance work. Perplexity wins on cited research. ChatGPT covers creative drafting. G…
Original Research
smartthoughts.net
· Original study ↗
Methodology
Stated without named original source in article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
nonprofits: 10% share of nonprofits with ai governance policies. Source: smartthoughts.net (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/nonprofits-ai-governance-policies-2026
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<blockquote cite="https://lighthousedata.io/data/nonprofits-ai-governance-policies-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>10%</strong> -- share of nonprofits with ai governance policies for nonprofits<br><small>Source: smartthoughts.net (2026) · <a href="https://lighthousedata.io/data/nonprofits-ai-governance-policies-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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