Introduction As the digital marketplace continues to evolve, consumers are increasingly reliant on online platforms to explore and purchase goods. However, with this convenience comes the challenge of differentiating authentic, trustworthy businesses from fraudulent or misleading entities. For entrepreneurs and consumers alike, understanding how to assess online credibility is paramount to fostering confidence and ensuring…