B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
58%
58% -- ai adoption growth rate for U.S. small businesses (2026)
AI investment among U.S. small businesses increased by 58% over a two-year period.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
58%
Unit
Percentage
Data Vintage
2026
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
2026 Small Business AI Outlook Report
Primary
Tier B
https://makeautomation.co/how-to-implement-ai-in-business/ ↗
Source Article
How to Implement AI in Business A Guide for SaaS and B2B | MakeAutomation
How to Implement AI in Business A Guide for SaaS and B2B
A successful AI initiative is built on a solid strategy, not just shiny new technology. It all starts by zeroing in on a specific business problem, building a rock-solid business case that screams ROI, and getting your team on board before you…
Original Research
2026 Small Business AI Outlook Report
· Original study ↗
Methodology
Two-year growth in AI investment among U.S. small businesses, per 2026 Small Business AI Outlook Report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
U.S. small businesses: 58% ai adoption growth rate. Source: 2026 Small Business AI Outlook Report (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/us-small-business-ai-adoption-growth
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<blockquote cite="https://lighthousedata.io/data/us-small-business-ai-adoption-growth" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>58%</strong> -- ai adoption growth rate for U.S. small businesses<br><small>Source: 2026 Small Business AI Outlook Report (2026) · <a href="https://lighthousedata.io/data/us-small-business-ai-adoption-growth" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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