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Unfortunately, little is known about how awareness of algorithmic functioning relates to online dating. This research examined the relationship between algorithm awareness, trust in algorithms, and satisfaction with the quality of matches. A survey was conducted among 500 users of the Dutch dating app Breeze, presented to respondents within the app itself. Relationships were estimated with structural equation modeling. Higher algorithm awareness was associated with more trust in algorithms, which positively related to satisfaction with the quality of matches. This mediated association between awareness and satisfaction with matches suggested that awareness of matching algorithms is associated with better outcomes of dating app use. This research contributes to the limited literature on human\u2013algorithm interaction on dating apps. Overall, the results suggest that algorithm awareness may be a relevant part of the online dating experience.<\/jats:p>","DOI":"10.1177\/21522715261492764","type":"journal-article","created":{"date-parts":[[2026,10,7]],"date-time":"2026-10-07T14:05:27Z","timestamp":1791381927000},"page":"814-821","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["Finding Love in the Black Box: Algorithm Awareness on Dating Apps"],"prefix":"10.1177","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-4426-7916","authenticated-orcid":false,"given":"Doris","family":"Bukman","sequence":"first","affiliation":[{"name":"Department of Media and Communication, Erasmus University Rotterdam, Rotterdam, the Netherlands."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liesel L.","family":"Sharabi","sequence":"additional","affiliation":[{"name":"Hugh Downs School of Human Communication, Arizona State University, Tempe, Arizona, USA."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Elisabeth","family":"Timmermans","sequence":"additional","affiliation":[{"name":"Department of Media and Communication, Erasmus University Rotterdam, Rotterdam, the Netherlands."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2026,10,7]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1177\/1440783316662718"},{"key":"e_1_3_3_3_1","first-page":"5338","article-title":"Imagining algorithms to believe in: Comparing OkCupid and Tinder users\u2019 perceptions of algorithms to uncover alternatives to algorithmic exploitation on dating apps","volume":"16","author":"Narr G","year":"2022","unstructured":"2.Narr G. 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