Every time someone says AI is going to gut small business payrolls, someone else points to a chart that says the opposite. Now there's actual payroll data behind one of those charts. Gusto, the payroll platform, published a report on Thursday, September 10, 2026, built on payroll records from 2,262 of its small business customers. The finding that got picked up everywhere: small businesses using AI grew headcount, not shrank it, in their first year of adoption.
The number itself has a footnote worth knowing. Axios first reported the gap at roughly 5%, then issued a correction putting it at roughly 7%. Gusto's report says small businesses using AI grew headcount roughly 7% more than comparable non-adopters over their first year of use, and the growth kept accelerating as the year went on.
What Gusto's report says about small businesses using AI
Break the number down by company size and the pattern gets sharper. Gusto's data shows businesses with fewer than 10 employees grew their teams by an average of roughly 10% one year after adopting AI, compared to similar businesses that hadn't adopted it. Businesses with 10 or more employees, according to the same report, saw no headcount change at all.
So the "AI creates jobs" headline is really a story about the smallest shops. A crew of ten or fewer that starts using AI tools is, per Gusto's numbers, more likely to add a person within a year than a similar shop that doesn't. Once a company crosses into double digits, the effect Gusto measured disappears.
Why the smallest shops hired hands-on workers, not admins
Here's the detail that undercuts the "robots are coming for your job" framing. Gusto's report found the hiring at these small companies wasn't concentrated in office or admin roles. It showed up in hands-on positions: therapists, cooks, the people who do the actual work in front of a client or a stove.
That makes sense if you think about what AI tools are actually doing for a two-person or five-person business. The owner is usually the one doing the scheduling, the intake calls, the social posts, the invoicing, all the stuff that eats hours without making the business bigger. Hand that off to a tool and the owner's time goes somewhere. If the business is growing, that time goes into growth, and growth means bodies doing the work that actually generates revenue: more sessions booked, more plates served, more jobs on the calendar. You don't need an AI system to run a kitchen or hold a therapy session. You need a person. The AI just freed up the hours to go find that person and pay them.
That's a different story than "AI takes the job." It's closer to "AI took the busywork, the owner grew the business, and growing the business meant hiring."
What the data doesn't prove
None of this settles the bigger argument about jobs, and a few things are worth saying plainly.
This is one payroll provider's customer base, over one year. Gusto's customers are not a random sample of every small business in the country; they're businesses that already chose to run payroll through Gusto, which likely skews toward companies with a certain size and a certain comfort with software. The report shows a correlation between AI adoption and headcount growth, not proof that the AI caused the hiring. Businesses that adopt AI early might already be the kind of businesses inclined to grow for other reasons; owners motivated enough to bring in new tools may also be motivated enough to hire regardless.
There's also research pointing the other direction that's worth holding next to this. Some work on AI and business formation suggests AI lowers the barrier to starting a company by cutting the need for early hires. A person who might have needed to hire a bookkeeper or a virtual assistant on day one can now do some of that work themselves with a tool. If that's true, AI isn't necessarily eliminating jobs so much as delaying them. The hire that used to happen in month two might now happen in month fourteen, once the business has grown past what one person and a set of tools can carry.
Both things can be true at once. AI can make it easier to launch and run a business solo for longer, and businesses that clear that early stage and start using AI can still end up hiring more, later, in the roles that actually need a human.
This is not tax or legal advice. If a new hire raises questions about worker classification, payroll setup, or how it affects your tax situation, that's a conversation for your CPA or employment attorney, not a report from a payroll vendor.
The real question for your business
The debate over whether AI eliminates jobs treats headcount like the only thing worth measuring. Gusto's report is a useful correction to the doom version of that story, but it isn't the useful question for an owner deciding what to do next.
The useful question is narrower: if a tool took the busywork off your plate the way it apparently did for the smallest shops in Gusto's data, what would you do with the hours. Some owners would use them to find and train the next hire. Some would use them to finally get to the strategic work that's been sitting untouched for a year. Some would just work fewer hours and call it even.
None of those answers show up in a payroll report. They show up in what you actually do with the time once you have it back.
