B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
23%
23% -- customer satisfaction improvement for AI poll maker (2025)
Using an AI poll maker leads to a 23% increase in customer satisfaction ratings.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
23%
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.
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
50
Methodology
45
Freshness
95
Sources (2)
Aberdeen Group
Primary
Tier B
https://outgrow.co/blog/best-ai-marketing-tools-2025 ↗
Source Article
7 Interactive Marketing Trends Dominating 2025 | Outgrow
7 Best AI Marketing Tools in 2025: Revolutionizing Your Marketing Strategy
Table of Contents
The marketing environment has experienced a significant upheaval as AI systems are now doing tasks that formerly required entire teams. In 2025, these potential AI marketing tools will be crucial for maintai…
Also cited by
hardwareretailing.com
https://hardwareretailing.com/
2026-08-18
Original Research
Aberdeen Group
· Original study ↗
Methodology
Aberdeen Group
Methodology documented
Segmentation
IndustryAI
RoleAll marketers
Channelcontent
Cite this stat
Plain Text
AI poll maker: 23% customer satisfaction improvement. Source: Aberdeen Group (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-poll-customer-satisfaction-improvement
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<blockquote cite="https://lighthousedata.io/data/ai-poll-customer-satisfaction-improvement" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>23%</strong> -- customer satisfaction improvement for AI poll maker<br><small>Source: Aberdeen Group (2025) · <a href="https://lighthousedata.io/data/ai-poll-customer-satisfaction-improvement" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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