Two real numbers can tell different stories
The U.S. Census Bureau’s nationally representative Business Trends and Outlook Survey found overall business AI use around 17 to 20 percent from December 2025 through May 2026 under its revised question about use in any business function.
A Goldman Sachs 10,000 Small Businesses Voices survey reported 76 percent use among its respondents. That survey covered 1,256 participants in a specific small-business program. It was not a nationally representative sample of every U.S. small business.
The samples and definitions matter
A survey may count casual use by one employee, regular use in one department, or a fully integrated system. It may reach a broad national sample or a group already engaged in business training. The wording and reference period can change the result dramatically.
Census found greater use among larger firms and knowledge-intensive sectors. In the Goldman sample, only 14 percent said AI was fully integrated, while 73 percent said they wanted more training and implementation resources.
Do not turn adoption into fear marketing
“Everyone is already doing it” is not supported by the broader data. Neither is the claim that small businesses can safely ignore AI. The honest middle is more useful: adoption is growing, the benefits vary by task, and many organizations have not yet moved from experiments to a dependable workflow.
Your decision does not depend on the national average
The question is whether one use can improve something that matters to you. Measure the current task, run a controlled test, and compare the result. A national percentage cannot tell you whether your inbox, research, scheduling, or reporting will improve.
Ask three people in your organization how they use AI today. Record the tool, task, information entered, review process, and value. You may learn more from that small inventory than from an adoption headline.
Sources and further reading
Product capabilities and policies change. These are the primary sources used for this guide.