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Strategy & ROI

AI Statistics for Small Business (2026): What the Research Says

Key AI statistics for small business in 2026, drawn from third-party research, with context and a disclaimer on what they mean for you.

By Ben Behmer· Updated June 17, 2026· 4 min read· For Small business owners

Numbers help you cut through hype, but a statistic is context, not a promise. Below are findings from credible research, each with a source. These figures are third-party research for context, not a prediction of what any single business will see.

Adoption and use

McKinsey's State of AI tracks widespread adoption across functions.

Productivity

Researchers at NBER measured real gains, largest for less experienced workers.

Economic outlook

How to use these numbers

  • Treat them as direction, not destiny.
  • Measure your own before-and-after results.
  • Cite the source when you share a stat.
What percentage of small businesses use AI? +

Estimates vary by survey and definition. Government and industry sources like the U.S. Census BTOS track adoption over time.

Are AI statistics reliable? +

Credible research is useful for context, but methods and definitions differ, so read the source before quoting.

Will these numbers apply to my business? +

Not directly. Use them as background and measure your own results.

For official tracking, see the Census Bureau's BTOS and Stanford's AI Index.