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In a marketplace where polished websites, paid advertisements, and carefully scripted testimonials can mask serious problems, consumers and business partners need a more reliable way to evaluate trust. Online reputation analysis goes beyond star ratings and brand messaging to examine complaints, reviews, news coverage, social media chatter, and legal records. It helps people answer one…