A startup called Shift is attracting attention with an unusual offer: free apartment cleaning in exchange for video footage of everyday tasks that can be used to train artificial intelligence systems. The company says participants can earn money for recording routine work at home or on the job, with accepted uploads paid out weekly.
Shift is positioning the program as a way for workers and homeowners to turn ordinary chores into paid data collection. According to the company, people can film activities such as cooking, laundry, tidying, window cleaning and other household tasks, as well as professional work in areas like construction, food service, automotive repair and warehousing. The company says almost anyone can qualify and no previous experience is needed.
The pitch is straightforward. Participants sign up, receive recording headgear from a pickup location, install Shift’s app on an iPhone or Android device and begin filming tasks. The app then guides users on what to capture. Shift says it pays for each accepted upload and sends payments weekly. Its site also promotes earnings of about $20 an hour for recording everyday tasks.
The company says the program is meant to gather data from a wide range of real-world settings. On its website, Shift highlights categories such as household and domestic work, facilities maintenance, restaurant preparation, construction, farming, pottery, leatherwork and industrial work. It frames these clips as useful material for AI systems that need examples of how people perform physical tasks in real environments.
Shift has also leaned heavily on publicity. The company says its New York City launch video has been viewed millions of times, and it cites coverage from outlets including Forbes, Business Insider, The Verge, Gizmodo, Yahoo, Entrepreneur and Morning Brew. The promotional material says the company has paid out more than $5 million in the first quarter of 2026 and that it has more than 25,000 workers across 15 or more countries.
The approach reflects a growing competition among AI firms for high-quality training data. While much of the attention in the industry has focused on text, images and code, companies are increasingly looking for video that shows how people move through physical spaces and perform manual tasks. Shift appears to be betting that a large pool of everyday activity can help fill that need.
The company’s site also raises practical questions about privacy, security and consent. Among the frequently asked topics listed are how data is protected, where videos are uploaded, what happens if other people appear on camera and whether participants can stop at any time. Those issues are likely to matter for anyone considering the offer, especially because the footage is gathered in homes, kitchens, shops and workplaces.
For now, Shift is using the promise of free cleaning and supplemental income to draw attention to a broader idea: that ordinary chores and job tasks can become raw material for AI development. Whether that model scales, and how users weigh the tradeoff between convenience, compensation and privacy, may determine how far the experiment goes.