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: How platforms prioritize specific visual standards, often categorized under broad labels like "beautiful."

: How generic filenames (e.g., "videomp4") serve as placeholders in content management systems or SEO strategies.

: This paper examines how generic titling and aesthetic-driven content (e.g., "beautiful girl" tags) drive engagement in short-form video ecosystems.