AI has been in business headlines for years. The discourse is always the same: do more and spend less. That promise is what attracted many small business owners. What they are finding on the other side is more complex and the data shows both sides of that story.
According to a new survey from blue vine68% of small business owners believe that advances in AI will be good for their businesses, and conviction is growing. Those who strongly believe AI is beneficial increased from 31% to 44% year over year. Nearly three-quarters (74%) already use or actively test AI tools. The proportion of owners without current or active plans to use AI fell from 30% in 2025 to 20% in 2026.
Bluevine customer data tells a similar story. Active Bluevine account holders who adopted AI saw a 50% increase in customers from September 2025 to March 2026, and 1 in 10 active customers now use at least one AI tool.
Even with that boost, 82% say they have faced at least one barrier when trying to dig deeper, while concerns about data security increased 10 points year over year, from 23% to 33%. Excitement and anxiety are increasing.
In April 2026, Bluevine surveyed 942 small business owners and financial decision makers across the United States to understand where AI is really working and where it continues to fail. He 2026 Business Owner Success Survey offers insight into how small business owners are planning for the future.
Key takeaways
- Among Bluevine’s active customers, the customer base adopting AI grew by 50% in just six months (September 2025 to March 2026), with Claude emerging as the fastest-growing tool with 729% year-over-year growth.
- 74% of SMB owners already use or test AI tools, and 33% use them regularly across multiple business areas, according to the Business Owner Success Survey.
- 82% of SMBs report at least one barrier to using AI more deeply, led by concerns about data security (33%) and distrust in the accuracy of AI (31%).
- 78% of SMB owners do not fully trust AI to handle low-level tasks without supervision, even though those are the tasks that would save them the most time.
- 52% of SMEs that use AI report a return on their investment; 24% say they have not yet seen a return.
- Almost half (48%) of SMBs using AI save at least 4 hours per week.
Most Small Business Owners Believe in AI, But Many Hit a Wall When Trying to Use It
More than two-thirds (68%) of SME owners believe advances in AI will help their businesses, up from 61% last year. The percentage of those who strongly believe that AI will help increased by 13 percentage points. But for many, getting value from these tools is another story.
The majority (82%) of SMB owners encounter at least one barrier preventing them from exploring AI more deeply.
The biggest obstacles are concerns about data security and privacy (33%, up from 23% in 2025). The more AI is integrated into daily business operations, the less owners understand what these tools do with their data. And that uncertainty is increasingly difficult to ignore.
Close behind was a lack of trust in the accuracy of AI (31%). Nearly a quarter (24% each) of owners cited the cost of AI tools or said they were satisfied with their current tools. Another 20% say they still don’t see enough value in AI.
Only 22% of SMB owners are completely confident that AI can perform low-level business tasks without human supervision. Automating routine tasks like writing emails or filtering customer queries are some of the easiest ways for a busy business owner to reclaim time. For most owners, the trust simply isn’t there yet, either from running into bugs or not fully understanding how these tools work.
AI saves almost half of SMEs more than 4 hours a week
AI is giving many busy business owners hours back in their week. Nearly a quarter (23%) save 4 to 6 hours a week, 11% save 7 to 9 hours, and 14% save 10 or more hours a week. This means that almost half (48%) of SMBs regain at least half a day of work each week, which adds up quickly over time.
SMEs use AI in different areas of their businesses. Most commonly, 39% use it for data analysis and business insights, up from 33% last year. Marketing and sales is the second most common use case at 37%. They are followed by operations automation (29%), customer service (27%) and financial management (23%).
Among Bluevine clients, NLP and LLM account for 83% of all AI transactions. Coding tools are also gaining traction, with Cursor up 162% and Replit Ghostwriter up 326% year over year.
Last year, business owners used AI for marketing and sales more than any other task, but today, more and more business owners are using AI for data analysis. That is in line with the cash flow challenges small businesses face right now. When margins are tight, owners turn to AI to help with time-consuming tasks and identify new revenue streams or inefficiencies.
More than half (52%) of SMBs using AI report a return on their investment, but 24% say they have not yet seen a return. This is a quarter of companies that have incorporated AI but have not yet found the version that really works for them. Some may still be in trial and error mode, testing tools in different roles without a clear idea of where AI moves the needle in their specific business.
SMBs turn to free apps like ChatGPT more often than complex tools
More than half (57%) of SMBs surveyed use ChatGPT or Google Gemini (56%). Microsoft Copilot (30%) is the third most used app, followed by Claude (12%), Canva AI (11%) and Perplexity (9%). For the most part, small businesses are finding more use in general-purpose AI assistants, not built-in or niche tools.
Many of these business owners may be using a free tier, but ChatGPT is also the most popular paid app. Bluevine’s analysis of its own customer base shows that more business owners use ChatGPT than any other app, but Claude is growing quickly. Among Bluevine customers, Claude users grew 729% between 2025 and 2026.
In the first quarter of 2026, Google Duet AI (now known as Gemini for Workspace) had the highest spend per user at $2,139, evidence of how integrated Google Workspace is into small business operations. When owners are willing to pay a premium for AI, it’s typically for tools built into the software they already use every day.
Overall, according to the Bluevine survey, 28% of SMBs spend between $25 and $99 per month on AI tools and services. Another 16% spend between $100 and $249 per month and only 10% spend $250 or more.
On the other hand, a third (33%) of SMB owners spend nothing on AI tools, showing that the free tiers of ChatGPT and Gemini are likely partially driving the current wave of AI adoption. Twenty-eight percent spend between $25 and $99 per month, 16% spend between $100 and $249 per month, and only 10% spend $250 or more.
The most popular artificial intelligence tools are free. So when SMBs talk about cost as a barrier, they probably mean less about the cost of entry and more about whether it’s worth investing in deeper usage (more hours, more data, more integration into existing workflows). That is in line with small business trends which show that SMEs are becoming more demanding when it comes to spending on technology.
24% of SMBs have yet to see a return from AI, starting with changes to the right use cases that
Most small business owners are confident in the promise of AI. The pitch is simple: tools that save time and reduce the manual work you consume each week. But AI is advancing rapidly, and for many owners, the technology has outpaced their ability to figure out how to use it well.
SMBs reporting the best results tend to use AI to support decision making and automate repetitive tasks, each cited by 12% of respondents.
Those worries don’t just go away. They highlight the need for AI integrated into systems that owners already trust. Run a small business It is sturdy enough without adding tools that need constant supervision to be used safely.
To learn more about the study, read here.
Methodology
The survey was conducted by Centiment for Bluevine. The survey was conducted between April 7, 2026 and April 9, 2026. Results are based on 942 completed surveys. Respondents were selected to be U.S.-based small business owners or majority owners with between 2 and 249 employees and annual revenues between $50,000 and $5,000,000. Data are unweighted and the margin of error is approximately +/-3% for the overall sample at the 95% confidence level.
Some data points in this report also reference Bluevine internal customer data drawn from active DDA (Demand Deposit Account) holders, covering AI tool adoption and transaction patterns through March 2026. This data reflects Bluevine’s customer base and is not representative of SMBs generally.
this story was produced by blue vine and reviewed and distributed by Stacker.