Blog/AI Adoption Among Solopreneurs in 2026: What the Public Data Shows
Research & Trends
13 min read
Published October 19, 2026

AI Adoption Among Solopreneurs in 2026: What the Public Data Shows

Sanjeev JasaniBy Sanjeev Jasani · Founder & CEO, TurboAgents.ai

About three in four solo workers now use AI, by the surveys that ask them. The government’s own AI counts skip one-person businesses entirely. Here is what the public data on solopreneur AI adoption says, and what it can’t tell you.

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The hands of a self-employed tailor holding a phone to record a voice note over a half-sewn green garment at an old sewing machine, a handwritten order book open beside it: TurboAgents research post on solopreneur AI adoption

TL;DR

Solopreneur AI adoption is high and still rising: about three in four solo workers now use AI tools, in both the US (74% of independent workers, MBO Partners, 2025) and Australia (74% of sole traders, Hnry, March 2026). Most of it is research, ideas and writing, not whole jobs handed over.

The catch: the US government’s AI surveys count only businesses with employees, so the 30 million one-person businesses in America are missing from the official numbers. Every solo figure below comes from an industry survey, and each one is named and linked.

If you work alone, most AI statistics are not about you. They count companies with payroll, staff and an IT budget. A solopreneur, someone who runs a business with no employees, sits in a different world: one person is the strategist, the writer, the designer and the bookkeeper, and every AI tool either saves that person time or costs it.

This piece collects the public data on solopreneur AI adoption as of October 2026: who uses AI, how often, for what, and where the evidence runs out. It is the solo-business companion to our AI tool overwhelm statistics, which covers small businesses with staff and how many AI tools they run.

74%
of US independent workers use generative AI, up from 65% in 2024 (MBO Partners, Sept 2025)
60%
of founders who started a business in 2025 used AI to launch it, up from 21% in 2023 (Gusto, May 2026)
30.4M
US businesses with no employees in 2023, all outside the government’s AI surveys (US Census Bureau)

How many solopreneurs use AI?

About three in four, in the surveys built to reach them. Three separate sources, on two continents, land in the same place:

SourceWho was askedWhenWhat it found
MBO Partners, State of IndependenceUS independent workers (freelancers, consultants, self-employed)Released Sept 202574% use generative AI, up from 65% in 2024 and about one-third in 2023 (source)
Hnry Sole Trader PulseAustralian sole tradersFieldwork 8 to 16 March 202674% use AI tools, up from 58% in 2024; 69% use it for business, up from 49% (source)
Gusto, New Business Formation Report1,051 US founders who launched a business in 2025Published May 202660% used AI to help launch, up from 21% in 2023; 44% use it in day-to-day operations (source)
Meta and YouGov, APAC small business survey3,983 owners of firms with 1 to 49 employees in nine markets, India includedFieldwork Aug to Sept 202684% currently use AI (source)

The Meta survey is not solo-only: it includes firms with up to 49 staff, and the release does not break out one-person businesses. It is in the table because it is one of the few recent sources that covers India and Southeast Asia, where many of the world’s sole traders work.

In the surveys that actually ask solo workers, about three in four now use AI. That figure was roughly one in three as recently as 2023.

Why official AI adoption statistics miss solopreneurs

Because the government surveys only sample businesses with employees. The US Census Bureau’s Business Trends and Outlook Survey, the most cited official source on AI adoption in small business, draws its sample from employer businesses. The Federal Reserve’s Small Business Credit Survey, which the New York Fed used in an October 2026 analysis, reports its AI module for firms with at least one employee: 46% of them said they use AI tools.

That leaves a very large hole. The Census Bureau’s Nonemployer Statistics counted about 30.4 million US businesses with no paid employees in 2023, roughly 78% of all US business establishments, with nearly $1.8 trillion in receipts. None of them are in the official AI numbers.

Two numbers that are both right

This is why you see wildly different headlines on AI adoption in small business. The Census Bureau found fewer than one in five firms with under 20 employees using AI in a business function in early 2026 (Census, May 2026). The solo surveys above find about three in four. They are not measuring the same people, and they don’t ask the same question: the Census asks about AI used in running the business, while the solo surveys usually count anyone who uses an AI tool for work at all.

One more honest caveat. MBO Partners, Hnry and Gusto each sell services to independent workers or small businesses, and Meta sells advertising to them. That doesn’t make their numbers wrong, but it is worth knowing who ran each survey. The same applies here: TurboAgents sells an AI marketing platform, which is why every figure in this article links to its source.

What are solopreneurs using AI for?

Mostly thinking and writing work: research, ideas, drafts and admin. Few solo workers hand a whole job to AI. MBO Partners reports that research, idea generation, writing and creative projects are the most common uses among US independents, and that the average independent now uses AI in 3.4 areas of their work, up from 1.9 in 2023.

  • Research and ideas: the top use in the MBO data, and the top use at launch in Gusto’s: three in four founders who used AI to start their business used it to develop the business idea.
  • Writing and content: in the Meta and YouGov survey, 51% of owners whose business used AI in the past year had used it to create or edit content, and 43% for local advertising and marketing.
  • Admin and paperwork: about half of Gusto’s AI-using founders (53%) used it for administrative or legal tasks. Hnry’s report quotes a sole trader who says weekly admin fell from about ten hours to two, which is one person’s account, not a measured average.
  • Marketing in general: Constant Contact’s Small Business Now report (June 2026, 3,340 small and midsize businesses across four markets) says AI use in US small business marketing rose from 26% in 2023 to 87% by April 2026. That sample includes firms with staff.

Notice what is missing from every list: finished campaigns. The surveys describe AI as a helper on single tasks, a draft here and a research summary there. That matches what we see in the wider data on AI-generated content: a lot of drafting, much less publishing.

Which solopreneurs use AI the most?

Younger workers and knowledge workers use it most; trades use it least. The gaps are large and consistent across sources.

GroupAI useSource
Gen Z independents (18 to 29)87%MBO Partners, 2025
Millennial independents (30 to 44)77%MBO Partners, 2025
Gen X independents (45 to 60)68%MBO Partners, 2025
Boomer independents (61+)57%MBO Partners, 2025
Australian sole-trader consultants80%Hnry, March 2026
Australian freelancers and health and wellness workers72%Hnry, March 2026
Australian tradespeople and contractors62%Hnry, March 2026
Gen Z founders, AI used at launch71%Gusto, May 2026
Boomer founders, AI used at launch42%Gusto, May 2026

If you are a consultant or a freelance marketer, most of your peers already use AI. If you run a trade, a shop or a clinic on your own, you are more likely to be among the minority still deciding, which is no bad thing: the early ground has been mapped by others.

Is AI actually helping solo businesses?

Most solo users say yes, but the evidence is self-reported. MBO Partners says independents report saving an average of nine hours a week with generative AI, and in its 2024 study nearly 70% of users rated it extremely or very useful. Gusto found half of AI-using founders said AI made launching significantly faster or cheaper, while only 3% said they likely would not have started without it.

Two signals point the other way. In the MBO data, 31% of independents described their feelings about AI as worry or feeling overwhelmed. And in the Meta survey, 86% of owners said small businesses need more guidance to get the full benefit of AI, with cost the leading barrier to training (51%). Using AI and getting results from it are not the same thing, and no survey here measures sales or profit for one-person businesses directly.

"Using AI and getting results from it are not the same thing."

What this means for a small business

If you work alone, the question is no longer whether to use AI. Most of your peers do. The question is whether your AI use adds up to finished work, or to a pile of drafts and five logins. Three practical readings of the data:

  1. 01.Don’t judge yourself by the official numbers: government figures describe businesses with staff. For a one-person business, the solo surveys are the closer comparison, and they say AI use is now normal.
  2. 02.Move from single tasks to a sequence: the surveys show AI used for research, then separately for writing, then separately for admin. The gain comes when the research feeds the plan and the plan feeds the posts, so you aren’t starting from a blank box each time. Our guide to how to use AI for marketing sets out that order.
  3. 03.Write your business down once: a solo owner is the only person who knows the brand, so every new AI tool asks you to explain it again. Keeping one clear record of what you sell, to whom and why you’re different saves the most repeated work.
  4. 04.Measure one outcome, not usage: pick one result you can count (posts published a month, enquiries, listings live) and check it after 30 days. Nine saved hours mean little if nothing new goes out.

For a wider look at the tool landscape for one-person businesses, see our guide to AI marketing tools for solopreneurs.

Where TurboAgents fits

TurboAgents is built for the point where a solo owner already uses AI but wants finished marketing out of it. It makes the work; it doesn’t publish it, schedule it or run your ad account.

  • Brand Brain reads your website once and drafts your brand profile, products, customer types and competitors. You confirm what is right, and nearly thirty TurboAgents tools fill their forms from it, so you stop retyping your business.
  • Social Planner plans a month of social content on a real calendar, then writes the script, caption, hashtags and pictures for the posts you pick, with Word and CSV export for your scheduler.
  • Social Content Repurposer turns one blog post, newsletter or transcript into up to eight platform-native posts in your brand’s voice.
  • Workflow Builder chains tools into one run, so each step is handed the full work of the steps before it instead of a copy-and-paste summary.

Who it doesn’t suit: anyone looking for a free-forever tool (there is a 2-day trial, not a free tier), anyone who wants AI to post or spend on ads unattended, and teams that need several seats on one account. Every plan is single-seat, which suits a solopreneur; the Basic plan is $49 a month.

Methodology & sources

All sources were checked on 19 October 2026. Figures are reported as each source published them; where a survey’s sample size or dates were not stated, we say so rather than guess. No figure here comes from TurboAgents’ own users. Sources were chosen because they sample solo or independent workers directly, or because they explain why official data leaves them out.

If the data leaves you with one job, make it turning your AI use into finished, published work. Set up Brand Brain once, then plan next month in the Social Planner.

Start a free 2-day trial, no credit card required, and see what a month of marketing looks like when every tool already knows your business.

Frequently Asked Questions

About three in four, in the surveys that sample solo workers directly. MBO Partners found 74% of US independent workers used generative AI in 2025, and Hnry’s March 2026 survey found 74% of Australian sole traders use AI tools. Government AI surveys don’t include one-person businesses, so there is no official figure.

They survey different businesses and ask different questions. US Census and Federal Reserve surveys sample firms with employees and ask about AI used in running the business, which gives lower figures. Industry surveys of freelancers and sole traders usually count any work use of an AI tool, which gives higher ones. Check who was asked before comparing two numbers.

The surveys suggest freelancers are at least as likely, and often more. MBO Partners reports 74% of US independents use generative AI. Freelancers also choose their own tools without waiting for company approval, which may help. There is no single survey that measures both groups with the same question, so treat any exact gap with caution.

Yes, marketing and content are among the most common uses. In the 2026 Meta and YouGov survey, 51% of small business owners using AI had used it to create or edit content and 43% for local advertising and marketing. Research, ideas and writing lead the uses reported by US independents in the MBO Partners study.

Most say it does. US independents told MBO Partners they save about nine hours a week on average, and half of the AI-using founders in Gusto’s 2026 report said it made launching significantly faster or cheaper. These are self-reported figures; no public study yet measures the effect on revenue for one-person businesses.

Older workers and the trades. MBO Partners found 57% of independents aged 61 and over use generative AI, against 87% of those aged 18 to 29. In Australia, Hnry found 62% of tradespeople and contractors use AI for work, compared with 80% of consultants.

Sanjeev Jasani, Founder & CEO of TurboAgents.ai

Sanjeev Jasani

Founder & CEO, TurboAgents.ai

Sanjeev Jasani has 28 years of experience in advertising and marketing, including senior leadership roles at major advertising groups across India and Asia. He founded TurboAgents.ai so small businesses and agencies can run their marketing the way a full agency does, without hiring one.

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