B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
49%
49% -- predictive analytics adoption rate for nonprofits (2026)
About 49% of nonprofits use AI predictive analytics to forecast donor trends.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
49%
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
Gitnux
Primary
Tier C
https://mixtapecommunications.com/how-ai-transforming-marketing-automation-small-ngos/ ↗
Source Article
How AI is Transforming Marketing Automation for Small Nonprofits | Mixtape
Look, we’ve all been there. You’re running a nonprofit with a team so small you could fit everyone in a minivan, and somehow you’re supposed to create marketing campaigns that compete with organizations that have entire departments. It’s exhausting just thinking about it.
Here’s the thing, though. A…
Original Research
Gitnux
· Original study ↗
Methodology
Cited from Gitnux.
Methodology documented
Segmentation
Industrymarketing
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nonprofits: 49% predictive analytics adoption rate. Source: Gitnux (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/nonprofits-ai-predictive-analytics-2026
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<blockquote cite="https://lighthousedata.io/data/nonprofits-ai-predictive-analytics-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>49%</strong> -- predictive analytics adoption rate for nonprofits<br><small>Source: Gitnux (2026) · <a href="https://lighthousedata.io/data/nonprofits-ai-predictive-analytics-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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