Stripe Data: $1M Solopreneurs Doubled, $10M Cohort Nearly Tripled

The number worth pausing on in the WSJ's write-up of Stripe's new solopreneur data isn't the headline 'one person, one million dollars.' It's the shape of the curve underneath it. The share of solo operators earning over $1 million more than doubled between 2023 and 2025, and the count of those clearing $5 million and $10 million nearly tripled in the same window.

Stripe reads it as AI stepping into a role that used to require a small team. In Stripe Economics' own write-up, the picture is less 'vibe-coded app hits $1M ARR overnight' and more AI acting as the technical co-founder or the first sales-and-marketing hire, evaluating markets, coding, pricing, running campaigns, closing deals. AI-influenced journeys now represent about 4x the share of new Stripe sign-ups they used to, and businesses that joined the platform after 2023 are hitting $1 million in cumulative revenue within a year at a rate roughly 30% higher than the 2023 cohort and about three times the 2019 cohort.

There is a labor-market story behind the payments story. Economist Liya Palagashvili, a senior research fellow and director of the Labor Policy Project at the Mercatus Center at George Mason University, has been tracking it in parallel. Solo business applications in high-AI-adoption sectors, professional services, information, education, finance and insurance, are up nearly 27% since early 2024, and solo self-employment in AI-exposed occupations has risen about 20% from 2022 through 2025. Her framing is that the first-order effect of AI is less 'workers replaced' and more firms becoming less necessary, because the same task can now be done outside a company, by a person plus a tool stack.

Take the specifics as reported, not settled. Stripe is a large, self-interested lens on the economy, not a census; the platform's own growth flatters cohort comparisons, and 'solopreneur' as measured here mixes services businesses, resellers, and software in ways the summary does not decompose. The reporting also does not tell you how durable these one-person revenue lines are once a category gets crowded, or how much of that top line the operator actually keeps.

If the trend keeps its shape, the interesting part is not the folk-hero solo unicorn. It is the much larger middle: small owner-operators pricing services at team-shaped rates while carrying near-zero payroll, and the software vendors, marketplaces and payments platforms that quietly become their entire back office.