B Evidence Grade B Graded under review Safe to Cite Recent

28%

28% -- likelihood of finding timely information for businesses using visual data tools (2025)

2025  · Aberdeen Group

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Attribution: Aberdeen Group View source
Lighthouse Research Team
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Source verified Evidence graded
Value
28%
Unit
Percentage
Data Vintage
2025
Entity
businesses using visual data tools
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
60
Independence
30
Methodology
45
Freshness
95
Aberdeen Group Primary Tier C
https://www.fairwindsanalytics.com/blog/beyond-pie-charts-creative-data-visualization-for-small-busi… ↗
Confidence: 55/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Beyond Pie Charts: Creative Data Visualization for Small Businesses
The ability to effectively visualize information is crucial, especially for small businesses looking to make informed decisions and succinctly convey complex data. Traditionally, small enterprises have heavily relied on standard charts like pie charts and bar graphs for data presentation. While thes…
Original Research
Aberdeen Group · Original study ↗

Cited from Aberdeen Group report; secondary citation

Methodology documented
IndustryB2B Company SizeSMB RoleAll marketers Channelcontent
Plain Text
businesses using visual data tools: 28% likelihood of finding timely information. Source: Aberdeen Group (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/visual-data-tools-timely-info-28pct
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<blockquote cite="https://lighthousedata.io/data/visual-data-tools-timely-info-28pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>28%</strong> -- likelihood of finding timely information for businesses using visual data tools<br><small>Source: Aberdeen Group (2025) · <a href="https://lighthousedata.io/data/visual-data-tools-timely-info-28pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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