Ask someone what they do for work, and the answer used to be a single job title. For a growing share of workers, the honest answer is three apps, a calendar full of gigs, and no single employer at all. New research from Branch and Stripe suggests that setup is no longer an experiment on the margins. For most of the people doing it, it is the income that matters most.
According to the Branch + Stripe Gig Workforce Index, released in August, 56 percent of gig workers surveyed said platform work now accounts for the majority of their household income. The study polled more than 1,000 flexible workers across rideshare, delivery, healthcare, logistics, and tech, and its headline finding reframes a category the industry has long described as supplemental. The side hustle, for a majority of these workers, is no longer on the side.
A permanent lane or a launchpad
The shift is not only about money. Nearly half of the workers surveyed said they see gig work as either a permanent way to earn a living or a stepping stone toward starting their own business, with 23 percent pointing specifically to entrepreneurship as the end goal. Branch founder and CEO Atif Siddiqi said the industry now has to treat platform workers as long-term economic participants rather than transient earners, arguing that marketplaces which support workers' broader financial lives will be best positioned to keep them.
That framing carries weight because the money is real and recurring. Workers who depend on platforms for most of their household budget plan around payouts the way salaried workers plan around payday, and the survey suggests platforms have been slow to catch up. Fast, reliable payouts ranked among the top factors that would keep a worker on a platform, second only to higher pay. Three in ten workers said they had stopped using a platform at some point because of a payment or payout problem. More than 80 percent said financial management tools provided by their platform would be moderately to extremely valuable.
The pace of the work
The same research sketches a workday that looks very little like a conventional shift. More than 60 percent of respondents said they typically have to accept a posted gig in under two minutes before it disappears, and 29 percent said they often have less than 30 seconds. To keep earnings steady, 46 percent actively balance three or more apps at once, toggling between marketplaces as demand shifts through the day.
That competition rewards speed and constant availability, and it helps explain why payout infrastructure has become a deciding factor in worker loyalty. When a missed tap can mean a lost hour of work, delayed payments cut directly into how workers earn.
The survey comes from two companies with a direct stake in how those payments work. Branch describes itself as a provider of workforce financial infrastructure, and Stripe is a programmable payments company, so the emphasis on payout speed and financial tools is no accident. For readers comparing platforms or considering a full-time move to flexible work, the report's most practical takeaway is simple: ask how fast the money actually lands, not just how much the gig pays.
AI enters the toolkit
Workers are also looking beyond the platforms themselves for an edge. The survey found 77 percent believe AI tools can assist with their work, with finding new clients named by 50 percent of respondents, managing schedules by 44 percent, and setting rates and drafting proposals each named by 32 percent. For people stitching together income from several sources at once, the appeal is practical: less time on admin, more time on the work that pays.
Whether platforms respond to that demand will shape what gig work looks like over the next few years. The Branch + Stripe findings point to a workforce that is bigger, more committed, and more financially dependent on platform work than the "extra cash on weekends" image suggests. Pay speed, financial tools, and help landing the next client are now deciding factors in whether workers stay with a platform, and the platforms that treat them that way are the ones workers say they will stick with.
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