Only a small percentage of people who try this actually research the scams in this industry before starting. Dropshipping itself isn't a scam, but unscrupulous market participants are everywhere. For example, read up on the terminology here
https://easync.io/articles/dropshipping-a-scam/ The real problem is that most unsuccessful stores were built on unverified wholesale contacts, about which no one warns in advance.