B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
10%
10% -- consumer excitement about ai for U.S. adults (2025)
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
10%
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
Source
Pew Research Center
Primary
Tier C
https://mercermackay.com/thinking/blog/7-core-aeo-standards-enterprise-teams-should-follow/ ↗
Source Article
7 Core AEO standards enterprise teams should follow
Key Takeaways
- Treat enterprise AEO standards as governance with clear scope, accountable owners, and explicit risk rules.
- Use measurements that tie AI visibility to answer accuracy and business outcomes, backed by prompt tests and server logs.
- Prioritize clarity and consistency first with answ…
Original Research
Pew Research Center
· Original study ↗
Methodology
Survey data cited from Pew Research on U.S. adult attitudes toward AI
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
U.S. adults: 10% consumer excitement about ai. Source: Pew Research Center (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/us-adults-excited-about-ai
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<blockquote cite="https://lighthousedata.io/data/us-adults-excited-about-ai" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>10%</strong> -- consumer excitement about ai for U.S. adults<br><small>Source: Pew Research Center (2025) · <a href="https://lighthousedata.io/data/us-adults-excited-about-ai" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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