Creator of the Social Media Idea Validation Framework (SMIV) | Marketing Strategist
I’m a marketing strategist and the creator of the Social Media Idea Validation (SMIV) Framework, a structured approach that helps brands validate ideas using real audience behavior before investing in scaling. My work focuses on reducing risk in marketing by replacing assumptions with data-driven insights from social media signals. I specialize in early-stage strategy, idea validation, and understanding what actually drives demand in today’s digital landscape. I’ve worked with brands entering new markets and scaling campaigns, helping them make faster, more informed decisions based on real-world feedback rather than guesswork. I can provide insights on marketing strategy, consumer behavior, social media trends, and how brands can validate ideas before launching.






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