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Even passive content (likes, retweets, shares) carries weight. Liking a polarizing post can be interpreted as endorsement. Furthermore, being tagged in inappropriate content or engaging in "call-out" culture can brand a professional as high-risk or litigious, deterring employers.

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Historically, career progression relied on resumes, cover letters, and face-to-face networking. Today, recruiters and hiring managers routinely use platforms like LinkedIn, Twitter (X), and Instagram to screen candidates. According to a 2023 CareerBuilder survey, 70% of employers use social media to screen candidates before hiring, and 57% have found content that caused them not to hire a candidate. Consequently, understanding how content influences career capital is no longer optional but essential. Even passive content (likes