Introduction Not long ago, the path to purchase was relatively simple. A customer would: See an advertisement. Visit a website. Contact the business. Make a purchase. Today, that journey is almost unrecognizable. Modern buyers no longer rely on a single source of information before making a decision. Instead, they conduct extensive research across multiple platforms, compare options, read reviews, ask AI assistants for recommendations, and seek validation from trusted sources