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Internet of Shit: AI Poop Analysis App Offered to Sell Me Database of Its Users' Poops

A Reddit user on r/DHExchange offering to sell a database of over 150,000 labeled images of human feces, collected from 25,000 users of his AI-powered poop analysis app. The poster sought advice on monetizing the dataset, which he claimed was valuable for machine learning training and medical research, while commenters expressed horror at the privacy violation. The author then contacted the seller, highlighting the broader issue of the underground sale of sensitive user data collected by apps for AI training.

read1 min views6 publishedMay 14, 2026

A few weeks ago, I came across a wild post on Reddit’s r/DHExchange, a subreddit for trading large datasets: “I hoarded a large database of something valuable, just not what’s [sic] you expect…150k stools images.” The post, made by a user called Ill_Car_7351, was advertising exactly what it sounds like: A database of poop images, collected from an AI poop analyzing app that he had launched several years ago. Basically, 25,000 people had been taking images of their poop and up them to his app. He’d been collecting, analyzing, and annotating these images and now wanted to sell access to them: “I’ve got 150k+ labeled and classified images of 💩 from roughly 25K different people. Jokes aside, I know there’s a lot of value in it (hard to obtain, useful for ML [machine learning] training, cancer studies etc) but not sure on how to move about it. Feels like I’m sitting on a pile of shi..ny coins but can’t find who wants them.” The poster added that “the images are extremely rare,” and that he was trying to figure out how much money he could sell them for. The comments were from people who were mostly horrified: “When I was 5 the teacher taught me how to read. I now regret that happened,” one read. “What in the fuck,” another read. “How to delete someone else’s post,” a third said. I messaged the poster and told him I was interested in obtaining the database. Thus began my journey into the Internet of Shit and, by extension, the unpleasant world of the underground sale of highly sensitive, app-collected user data for AI training.

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