Leveraging crowd wisdom: Can critical online communities predict post-campaign failure in crowdfunding?

Failure to deliver on earlier promises undermines trust in creators and platforms, threatening trust-based digital business models such as crowdfunding. Drawing on research on information asymmetry, collective wisdom, social media discourse, and platform design, we investigate the ability of online communities to predict post-campaign failure. Our results show that campaigns discussed in a critical community on Reddit before successful funding are subsequently more than twice as likely to fail to deliver. Additionally, these campaigns are more prone to delivery delays and quality issues. Disaggregating the crowd’s evaluation into different types of criticism, we find that campaign-related criticism, such as doubts about the campaign’s credibility or feasibility, has the highest predictive power. This suggests that pre-funding criticism on social media can serve as an early indicator of post-campaign failure. Our study contributes to research on crowdfunding and online information environments by demonstrating that criticism in external online communities can provide useful early warning signals. In doing so, we extend prior work that has mainly focused on platform-internal information and funding success rather than on post-campaign outcomes. Our findings also have practical implications for platforms and backers, as they suggest that external community signals can complement existing due diligence and early risk detection in crowdfunding.