Finding the sweet spot: Machine learning reveals factors for successful crowdfunding

Modern crowdfunding has grown from relatively modest beginnings in the late 1990s to a multi-billion-dollar financing market for all kinds of early-stage innovations. The platform Kickstarter alone went from $276 million pledged in 2012 to $7.8 billion in 2024. There are even professional project designers to help craft that winning proposal.