B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
54%
54% -- ai adoption rate for SMBs (2023)
54% of SMBs adopted AI in at least one business operation in 2023 according to a Salesforce survey.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
54%
Unit
Percentage
Data Vintage
2023
Entity
Sample Size
2,500
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Salesforce
Primary
Tier B
https://aptacloud.com/blog/ai-for-mid-sized-businesses/ ↗
Source Article
How AI Helps Mid
Original Research
Salesforce
· Original study ↗
Methodology
Salesforce survey of 2,500+ SMBs
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
SMBs: 54% ai adoption rate. Source: Salesforce (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/smb-ai-adoption-2023
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<blockquote cite="https://lighthousedata.io/data/smb-ai-adoption-2023" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>54%</strong> -- ai adoption rate for SMBs<br><small>Source: Salesforce (2023) · <a href="https://lighthousedata.io/data/smb-ai-adoption-2023" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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