People’s online activity can offer clues about their interests and habits, and some tools attempt to interpret these patterns to provide a broader picture of someone’s public online presence. Social media often reflects only portions of who we are, sometimes in ways that feel incomplete or overly curated, and technology is now catching up. To create a frighteningly transparent profile, a behavioral matrix of the person behind the screen, some analytical tools, such as Socialprofiler, review publicly available online activity to generate summaries.

People use it to check dates, screen tutors, or understand who’s coming into their homes. The focus is on safety, trust, and curiosity. Before hiring someone to watch your children or considering a relationship, it is common to seek more than a

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