B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
39%
39% -- ai adoption rate for association professionals (2025)
According to the Momentive 2025 Associations Trends Study, AI adoption/usage among association professionals reached 39%.
Attribution:
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Lighthouse Research Team
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Source verified
Evidence graded
Value
39%
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
Sources (2)
Momentive
Primary
Tier C
https://www.knechtstrategies.com/ai-for-association-staff-what-changes-what-doesnt-and-how-to-start-… ↗
Source Article
AI for Association Staff: Enhancing Efficiency and Member Engagement
Artificial intelligence (AI) is no longer something association staff can watch from the sidelines. Adoption has doubled, governance has not kept pace, and the pressure to deliver more with less has never been higher. AI tools—software applications powered by artificial intelligence—can automate rep…
Also cited by
2026-09-21
Original Research
Momentive
· Original study ↗
Methodology
From Momentive 2025 Associations Trends Study, cited by Knecht Strategies
Methodology documented
Segmentation
Industrymarketing
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Plain Text
association professionals: 39% ai adoption rate. Source: Momentive (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-adoption-association-professionals-2025
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<blockquote cite="https://lighthousedata.io/data/ai-adoption-association-professionals-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>39%</strong> -- ai adoption rate for association professionals<br><small>Source: Momentive (2025) · <a href="https://lighthousedata.io/data/ai-adoption-association-professionals-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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