Open-source intelligence (OSINT) research have emerged as a vital tool for investigators, agencies, and even consumers seeking to confirm information and expose hidden details. This practice involves meticulously obtaining publicly available materials from the web, including social media platforms, media reports, public archives, and corporate webs