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When a user sets a search filter (e.g., “height > 5’10”,” “non-smoker,” “income > $75k”), they are not merely sorting data; they are . In literary terms, this is akin to Oulipo’s potential literature —the rule generates the story.

The Algorithm of the Heart: Searching Categories and the Evolution of Romantic Storylines in Digital Dating Searching for- mansion sexmex in-All Categories...

Critics argue that searching categories destroy serendipity—the joyful accident that drives romantic plots. We counter that search categories merely . In an analog world, surprise occurred at the point of meeting. In a digital world, surprise occurs after matching, when the categories are revealed to be incomplete or misleading. When a user sets a search filter (e

This paper asks:

The transition from organic courtship to algorithmically mediated matchmaking has fundamentally altered the structure of romantic storylines. This paper examines how "search categories"—demographic filters, interest tags, and preference algorithms—function as narrative constraints and generative engines for contemporary romance. By analyzing user behavior on dating platforms and comparing it to classical literary taxonomies (e.g., Northrop Frye’s Anatomy of Criticism ), we propose a new typology: the Categorical Romance . We argue that while search categories promise efficiency, they risk reducing narrative serendipity, yet simultaneously create novel forms of dramatic irony and hyper-targeted meet-cutes. We counter that search categories merely