Document Type
Article
Publication Date
11-3-2025
Abstract
Social media video sponsorship, where sponsors partner with content creators to promote their brands, has become increasingly popular. Leveraging rich data on sponsored and nonsponsored videos on Facebook, we introduce two metrics, Content Similarity and Audience Closeness, to help sponsors find effective creator-sponsor matches. Content Similarity captures the thematic alignment between a creator’s content and a sponsor’s brand, whereas Audience Closeness measures how closely aligned a creator’s and sponsor’s audiences are within a social media network. We find that both metrics significantly increase video viewership, but their effects vary over time. Audience Closeness generates more immediate, short-term engagement, whereas Content Similarity drives sustained, long-term engagement. We additionally examine how congruency metrics can complement other sponsorship strategies, including partnering with more established creators, forming new partnerships, and managing the sponsor’s visibility within content. Our findings suggest that Content Similarity can mitigate the negative effects of frequent sponsor appearances and enhance viewer engagement, even in repetitive partnerships. Moreover, we find that Audience Closeness is particularly beneficial for larger, more established creators, whereas Content Similarity is less sensitive to the size of a creator’s following. Finally, we demonstrate how intermediary platforms can adopt these metrics to reduce information asymmetry and improve creator-sponsor matching, especially for long-tail creators and smaller brands.
Recommended Citation
Shahryar Doosti, Stephanie Lee, Yong Tan (2025) Social Media Sponsorship: Metrics and Strategies for Finding the Right Content Creator-Sponsor Matches. Management Science. https://doi.org/10.1287/mnsc.2023.01192
Peer Reviewed
1
Copyright
INFORMS
Comments
This is a pre-copy-editing, author-produced PDF of an article accepted for publication in Management Science in 2025 following peer review. This article may not exactly replicate the final published version. The definitive publisher-authenticated version is available online at https://doi.org/10.1287/mnsc.2023.01192.