Common mistakes in Social Media Marketing include inconsistent posting, overposting, neglecting to engage with followers, using irrelevant or excessive hashtags, and focusing solely on self-promotion. It's essential to maintain a consistent posting schedule, actively engage with your audience, and provide value through your content to build trust and credibility.