{"id":10854,"name":"Sentiment Shield","purpose":"A platform analyzing social media content (like YouTube and Instagram) to detect addictive patterns and potential harm, providing personalized insights and resources for users and parents. It leverages AI to identify problematic usage and offer strategies for healthy digital habits, inspired by the case of a young user suing social media companies.","profitable":1,"date_generated":"Saturday March 2026 19:11","reference":"project-sentiment-shield-identifier","technology_advise":["Python","Difficult","Machine Learning","PostgreSQL"],"development_time_estimation_mvp_in_hours":250,"grade":7.8,"category":"mobile","view_count":7,"similar_ideas":[{"id":7571,"name":"Adaptive Social Media Safety Shield","grade":6.2,"category":"security"},{"id":3007,"name":"Sentiment Shield","grade":7.9,"category":null},{"id":2736,"name":"Sentiment-Driven Advertisement Shield","grade":7.2,"category":null},{"id":2576,"name":"YouthShield AI","grade":7.5,"category":null},{"id":2635,"name":"YouthShield Parental AI","grade":7.8,"category":null}],"source_headline":"Lawsuit highlights social media addiction concerns"}