Small Business AI Statistics 2026: Adoption, Spend, and Results

It depends heavily on who is asked. The Census Bureau's Business Trends and Outlook Survey (May 2026) found fewer than 20% of firms with four or fewer employees using AI, while SBE Council's Small Business Technology Use Survey (March 2026) found 82% of owners using at least one AI tool, with median spending of $2,200 a year.

The gap isn't a contradiction. The official survey is designed to represent firms of every kind and asks whether AI was used in the past two weeks; most other surveys recruit owners who are already engaged with technology or growth, and count any use at all, including free chatbots and AI built into software they already have. Almost all of the figures below come from national surveys in a single country, so read them as a direction of travel rather than a benchmark for your own market.

Follow me on Instagram@sagnikteaches

Why the adoption numbers disagree so much

The clearest explanation comes from the Federal Reserve Board's FEDS Note "Monitoring AI Adoption in the US Economy" (April 2026), which set three measures side by side: about 18% of firms had adopted AI at the end of 2025 on the Census Bureau's survey, about 41% of workers reported work-related generative AI use in the Real-Time Population Survey as of November 2025, and an executive survey estimated that 78% of the workforce was employed at firms that had adopted AI.

Connect on LinkedInSagnik Bhattacharya

The note puts most of that spread down to who is sampled and what the unit is: a firm, a worker, or a firm weighted by its headcount. Question wording, how substantial the use has to be before it counts, whether the person answering actually knows, and the pressure on senior leaders to report AI as an efficiency drive all play a part. Two details in that April 2026 Federal Reserve Board note on monitoring AI adoption matter for small firms: about 57% of firms have fewer than five employees, and in the four Census surveys before the end of 2025 about 10 to 11% of respondents answered "do not know".

Subscribe on YouTube@codingliquids

For a five-person business, this means two honest answers can coexist. The owner filling in an official survey might say the business doesn't use AI, while two members of staff use a free chatbot every day. Neither answer is wrong; they're measuring different things.

Adoption: seven 2026 sources side by side

Each row names the publisher, the report and its year, because a figure without its sample is close to meaningless.

The official measure: under 20% of the smallest firms

The Census Bureau's 26 May 2026 story on its Business Trends and Outlook Survey, "Large Firms With at Least 20 Employees Biggest AI Users", found that AI use rose among firms with at least 20 employees between December 2025 and May 2026 but didn't change significantly among firms with fewer than 20. In the same 2026 Census Bureau story, 37% of firms with 250 or more employees and 32% of firms with 100 to 249 employees reported using AI, against a national rate of 19.8%. By sector, that May 2026 Census Bureau story put use at 39.7% in Information and 33.9% in Finance and Insurance, with Retail Trade at around 14%.

Two design choices keep this figure low. The question covers only the past two weeks, and until November 2025 it asked about AI used "in producing goods or services"; the Census Bureau then widened it to AI used "in any business function". A dental practice whose receptionist drafts replies with AI most days would count. A firm where the owner tried a chatbot once in the spring would not.

Workers are often ahead of the business

The U.S. Chamber of Commerce Foundation and Ipsos's Main Street AI Monitor (June 2026) found that half of all workers at small businesses already use AI at work, and that 58% of those users do so on a more regular basis. In the same 2026 Main Street AI Monitor from the Chamber Foundation and Ipsos, 19% of workers said adoption at their organisation had been driven mostly by employees exploring tools on their own, against 11% who said it came from organisational guidance. The Chamber Foundation and Ipsos's Main Street AI Monitor of June 2026 also found just 43% of businesses with two to nine employees reporting AI use for work tasks, compared with 59% of businesses with 100 to 249 employees.

For a five-person business, the practical point is that AI may already be in use before anyone decided on it. Ask your colleagues what they use and on which accounts before choosing any tools; the tutorial on surveying staff before an AI rollout has the questions. In a team that small, one personal free account holding client details is a bigger risk than having no AI at all.

Owner surveys: two-thirds to four-fifths

Thryv's 2026 AI and Small Business Adoption Survey put adoption at 66%, up from 55% a year earlier; Goldman Sachs's 10,000 Small Businesses Voices survey (March 2026) found 76% currently using AI; and SBE Council's Small Business Technology Use Survey (March 2026) found 82% using at least one AI tool.

Look at who answered. Goldman's respondents are participants in its business-growth programme. Thryv says most respondents to its 2026 AI and Small Business Adoption Survey reported annual revenue between $1 million and $1.9 million. Respondents to SBE Council's March 2026 Small Business Technology Use Survey run businesses with 2 to 99 employees and were recruited through online panels. None of these is a sample of the smallest or least digital firms. A five-person business turning over well under a million dollars is smaller than the typical Thryv respondent, so if you don't use AI yet, you're not the odd one out, whatever the headline says.

Use is broad, but mostly shallow

Intuit QuickBooks's 2026 AI Impact Report found that roughly 7 in 10 businesses surveyed now use AI regularly, but that in every country it tracked, half of the businesses using AI do so in a limited way, across a handful of tasks. Goldman Sachs's 10,000 Small Businesses Voices survey (March 2026) found only 14% saying AI is fully embedded in their core operations. SBE Council's Small Business Technology Use Survey (March 2026) found 32% reporting AI involvement in more than a quarter of their operations, including 8% with AI in more than half of their workflows.

The Chamber Foundation and Ipsos's Main Street AI Monitor (June 2026) describes the same shape from the workers' side: 64% of AI-using workers said their primary application was personal productivity (drafting, summarising and brainstorming), 26% used it to help with recurring tasks, and just 6% used it to automate workflows with minimal human involvement. For a small team, the drafting-and-summarising kind of use is where most of the value sits. Full automation of a workflow is the minority case, so don't judge your own progress against it.

Spend: what small businesses pay for AI in 2026

Spending figures are harder to compare than adoption figures, because some surveys ask owners to estimate and some read actual payments. Each measure below answers a slightly different question.

A median of $2,200 a year among owner-respondents

SBE Council's Small Business Technology Use Survey (March 2026) put median annual AI spending at $2,200, with 22% spending under $500, 20% between $500 and $1,000, 23% between $1,000 and $5,000, 24% between $5,000 and $25,000, 8% above $25,000 and 3% unsure. In the same 2026 SBE Council Small Business Technology Use Survey, 62% expected to increase AI spending over the next year and 3% expected to reduce it.

To put that median in context for a five-person team, here's a quick sum using current list prices. Five ChatGPT Business Standard seats at $20 a user a month on annual billing come to $1,200 a year. Add Zapier Professional at $19.99 a month billed annually ($239.88 a year) and the total is about $1,440, below the median. Five Microsoft 365 Copilot Business licences at the $21 annual list price would add $1,260 a year on top of the Microsoft 365 plan itself. Current plan prices are compared in AI subscription prices for small businesses in 2026.

About half spend $100 a month or more

Thryv's 2026 AI and Small Business Adoption Survey found that more than half (53%) of respondents spend at least $100 a month on AI tools, and that one-third are spending more on AI than they were 12 months earlier. A hundred dollars a month is $1,200 a year, a little over half the SBE Council median. It also happens to be exactly what five ChatGPT Business Standard seats cost on annual billing. Remember that most of Thryv's respondents turn over $1 million or more a year, so a five-person firm spending less isn't necessarily falling behind.

$11.38 per employee a month at the median firm

Ramp Economics Lab's Ramp AI Index report "How much does it cost to be AI-pilled?" (June 2026) found that the median firm spends $11.38 per employee per month on AI, the top 10% spend $611 and the top 1% spend $7,449. The same June 2026 Ramp AI Index report says the share of businesses using AI in its data "is rapidly approaching 100%", which is why Ramp now tracks how intensely firms use AI rather than whether they do.

This is payment data, not a survey, so it only sees money that passed through Ramp's cards and bill pay. Free tools and AI bundled into subscriptions you pay for anyway don't show up, and businesses that choose a corporate-card platform aren't a random sample. At the median rate, a five-person firm would spend 5 × $11.38 = $56.90 a month, or about $683 a year.

Few pay for standalone AI, and those who do tend to stay

Intuit QuickBooks's 2026 AI Impact Report found that only about 1 in 10 businesses pay for dedicated, standalone AI tools, even though roughly 7 in 10 use AI regularly. The same 2026 Intuit QuickBooks report found that among businesses that paid for AI tools in 2024, between 78% and 86% (depending on the country) were still investing in AI in 2025. You can read the full 2026 AI Impact Report on Intuit's site.

The gap between use and payment is mostly explained by AI arriving inside software people already have. A five-person team on Google Workspace Business Standard already has Gemini in Gmail, Docs and Sheets, and Microsoft 365 business plans include Copilot Chat at no extra cost. Such a team's "AI spend" can be zero while its AI use is daily.

Results: time, revenue, costs and jobs, as owners report them

Every figure in this section is self-reported. Owners estimate the hours they saved and decide for themselves what caused a change in revenue. That's useful as a signal, but treat it as testimony, not measurement.

Hours saved

SBE Council's Small Business Technology Use Survey (March 2026) found owners reporting a median of five hours saved per week personally and a median of 11.5 employee hours saved per week across the organisation. Thryv's 2026 AI and Small Business Adoption Survey found 92% of AI users saying the technology saves them time, and 79% expecting to get back between 11 and 60 hours a month. The Chamber Foundation and Ipsos's Main Street AI Monitor (June 2026) adds a caution: 28% of AI-using workers said they use the time saved to avoid working overtime or extra hours, and 23% take breaks or deal with personal tasks, so saved time doesn't all turn into extra output.

A quick sum shows why these medians matter more than the spending ones. If staff time costs a five-person business $30 an hour (an illustrative figure), 11.5 hours a week is worth $345 a week. The $2,200 median annual spend works out at about $42 a week. Even a fraction of the reported time saving would cover it, but only if the hours are real, which is why you should measure your own rather than borrow a survey median.

Revenue and costs

SBE Council's Small Business Technology Use Survey (March 2026) found two-thirds of respondents reporting revenue gains attributed to AI, including 22% reporting gains of more than 10%. Thryv's 2026 AI and Small Business Adoption Survey found 70% saying AI contributed to increased revenue over the past 12 months, 55% saying it had reduced costs, and 61% estimating it will save them between $500 and $2,000 a month.

Intuit QuickBooks's 2026 AI Impact Report found that in January 2026 between 37% and 43% of AI-using businesses in its four countries reported a revenue increase driven by AI, while fewer than 5% said AI had been a drag on revenue. In the same January 2026 wave of Intuit QuickBooks's 2026 AI Impact Report, between 25% and 32% reported cost reductions due to AI, against 15% to 24% reporting cost increases, and between 73% and 79% said AI had improved their productivity. Goldman Sachs's 10,000 Small Businesses Voices survey (March 2026) found 93% of AI users describing a positive impact on their business, 84% citing efficiency and productivity as the main benefit, and 67% expecting AI to increase revenue.

Notice that the revenue figures run from 37% to 70% depending on the survey, which tells you as much about the question and sample as about AI. For your own business, pick one measurable link, such as enquiries answered within an hour turning into bookings, and compare eight weeks before and after. The tutorial on calculating AI return with a worked example sets that out step by step.

Hiring

SBE Council's Small Business Technology Use Survey (March 2026) found 48% reporting no overall change in employment because of AI, 19% reporting net job creation and 9% net reductions, with 93% planning to maintain or increase staffing and only 8% seeing AI primarily as a substitute for workers. Thryv's 2026 AI and Small Business Adoption Survey found 46% of owners would choose AI software over a new hire if both could do a task equally well, up from 38% in 2025, while 13% said they had hired fewer people because of AI. Intuit QuickBooks's 2026 AI Impact Report found between 12% and 20% of AI-using businesses in its four countries saying AI had increased employment, against 4% to 8% saying it had led to cuts. Goldman Sachs's 10,000 Small Businesses Voices survey (March 2026) found 87% saying AI augments rather than replaces employees.

At five people, the realistic question is whether AI delays the next hire or lets the current team take on more, not whether it replaces someone. If you're weighing that, whether a business of your size is too small for AI covers what works for teams of one to ten.

What holds owners back, and what they use AI for

The barrier figures line up more closely across surveys than the adoption figures do, which makes them more useful. Where cost appears at all, it's never at the top.

In every source that lists cost, trust and know-how come out ahead of it. For a five-person business that's encouraging, because both can be fixed without a big budget: a written rule on what never goes into an AI tool, a business plan that doesn't train on your data, and an hour of practice on real tasks. The tutorial on clearing barriers to AI adoption takes each one in turn.

On uses, Intuit QuickBooks's 2026 AI Impact Report found marketing, admin and customer service consistently near the top across its four countries, with legal work, product management and employee management near the bottom, and legal at or near the bottom in every quarterly wave. SBE Council's Small Business Technology Use Survey (March 2026) found general business research (37%) and content creation (30%) as the leading applications, with marketing automation, project management and social media management at 25% each. The Chamber Foundation and Ipsos's Main Street AI Monitor (June 2026) found that 90% of AI-using workers whose jobs include writing and editing communications use AI for it, the highest rate for any task. On oversight, the same March 2026 SBE Council Small Business Technology Use Survey found 43% of businesses review AI-generated content internally and 42% have trained employees on standards, while 25% have no formal review procedures.

A five-person practice measured against the numbers

Benchmarks become useful when you put your own figures next to them. Take a five-person podiatry practice as an illustration: the owner, two associate podiatrists and two admin staff.

Its current AI costs are modest. Everyone is on Google Workspace Business Standard at about $14 a user a month, which the practice would pay for email anyway, and which includes Gemini. The owner pays $20 a month for ChatGPT Plus ($240 a year), and the practice uses Zapier Professional at $19.99 a month billed annually ($239.88 a year) to log website enquiries and send an acknowledgement. Dedicated AI spend: about $480 a year.

The comparison says the practice spends little and saves a moderate amount. The more useful number is one no survey gives you: cost per hour saved. At $480 a year and 4 hours a week over 48 working weeks (192 hours), that's $2.50 per hour saved, which is excellent value. The gap against the survey medians points to untried areas rather than overspending elsewhere: the uses the surveys rank highest, admin and customer service, are where the practice has done least, since beyond one automated acknowledgement its replies and admin are still written from scratch.

The comparison also surfaced a risk. The owner's ChatGPT Plus is an individual plan, and it had been used to tidy letters that mentioned patients. The fix wasn't to spend up to the median. It was to keep patient details out of that account entirely, or move the letter-writing to a business plan such as ChatGPT Business, which requires at least two seats, so about $40 to $50 a month. That's the kind of decision these statistics can't make for you, but a side-by-side like this one makes it visible.

Six checks before you quote a small-business AI statistic

1. Who answered: firms, owners or workers? Measures taken weeks apart at the end of 2025 produced 18% of firms and 41% of workers, as the Federal Reserve Board's April 2026 note on monitoring AI adoption shows.
2. Who was in the sample? Every firm, a growth programme's participants, a panel with a revenue floor, or a software platform's customers all give different answers.
3. What counted as use? "In the past two weeks, in any business function" is a much higher bar than "have you ever used an AI tool".
4. Who commissioned it, and what do they sell? Thryv, Intuit and Ramp sell software or financial services to businesses, including small ones; Goldman Sachs runs a small-business programme; SBE Council and the Chamber Foundation are business advocacy organisations; the Census Bureau is a statistical agency. None of that makes a figure wrong, but it tells you what the publisher hoped to find out.
5. Is the outcome measured or estimated? Revenue, hours and cost figures in these reports are owners' own estimates.
6. Which country, and how recent? Most of these are single-country samples, and AI products change monthly. The Census Bureau releases new Business Trends and Outlook Survey data every two weeks, so its figure will have moved by the time you read this; SBE Council's full survey report and Ramp's June 2026 AI Index show their methods, so check the fine print before you reuse a number.

Using these AI statistics in your own plans

Which figure should I quote in a business plan or funding application?

Quote the one whose sample matches your reader's question, and name it fully. For how common AI is among very small firms, the Census Bureau's Business Trends and Outlook Survey is the most representative. For typical spend among owners who already use AI, SBE Council's 2026 Small Business Technology Use Survey gives a median. Always give the year, and avoid mixing figures from different samples in one sentence.

Why do surveys run by software companies show higher adoption?

Partly because of who answers. Vendor and programme surveys usually recruit owners through panels or their own networks, who tend to be more engaged with technology, and they often count any use at all, including free tools. That doesn't make them wrong, but they describe a more digitally active group than a survey designed to mirror every firm.

Are there 2026 AI statistics for my particular sector?

A few. The Census Bureau's May 2026 story on its Business Trends and Outlook Survey gives sector rates, such as Information at 39.7% and Retail Trade at around 14%. Intuit QuickBooks's 2026 AI Impact Report ranks sectors by the share paying for AI. For narrower trades, look for your professional body's own member survey, and check its sample size before relying on it.

Further reads

• AI Adoption Stages: Where Is Your Business Now, and What's Next? — Place your own business on the adoption curve behind these numbers.
• How Many AI Tools Does a Small Business Actually Need? — The median owner uses five AI tools; decide how many you need.
• How to Audit Your AI Subscriptions and Cut Wasted Spend — Check your spend line by line before comparing it to a median.
• How to Measure Time Saved After Rolling Out AI in a Small Firm — Measure hours saved yourself instead of relying on survey medians.
• What Can AI Realistically Do for a Small Business? 15 Tasks — Fifteen concrete tasks behind the usage figures.
• How to Set a Baseline Before You Introduce AI — Record today's numbers so next year's comparison means something.
• AI Tools and AI Development: The Complete 2026 Guide — the AI hub, including every tutorial in the AI-for-business series.

Sources: Census Bureau, "Large Firms With at Least 20 Employees Biggest AI Users" (Business Trends and Outlook Survey story, 26 May 2026) and BTOS programme page; Federal Reserve Board, FEDS Notes, "Monitoring AI Adoption in the US Economy" (3 April 2026); U.S. Chamber of Commerce Foundation with Ipsos, Main Street AI Monitor release (17 June 2026); Goldman Sachs, 10,000 Small Businesses Voices survey press release (17 March 2026); Intuit QuickBooks, 2026 AI Impact Report (report page and PDF, 13 May 2026); SBE Council, Small Business Technology Use Survey (March 2026, PDF); Thryv, AI and Small Business Adoption Survey release (9 July 2026); Ramp Economics Lab, Ramp AI Index, "How much does it cost to be AI-pilled?" (26 June 2026). Plan prices from vendor pricing pages checked for this series.