{"id":1114,"name":"AI Sentiment Shield","purpose":"A proactive monitoring and alerting system that analyzes public sentiment towards AI companies, particularly focusing on potential risks associated with AI chatbots as highlighted in the article.  It would aggregate news articles and social media feeds, using sentiment analysis to flag emerging concerns and provide businesses with early warnings of potential reputational damage or legal liabilities.","profitable":1,"date_generated":"Tuesday November 2025 16:54","reference":"ai-sentiment-shield","technology_advise":["Python","NodeJS","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":7.2,"category":null,"view_count":38,"similar_ideas":[{"id":4095,"name":"AI Sentiment Shield","grade":7.5,"category":null},{"id":6545,"name":"AI Sentiment Monitoring Service for Investors","grade":6.8,"category":"fintech"},{"id":2971,"name":"AI Risk Sentiment Monitor","grade":7.5,"category":null},{"id":3557,"name":"Sentiment AI Guardian","grade":6.8,"category":null},{"id":7416,"name":"AI Sentiment Auditor","grade":7.8,"category":"ai"}],"source_headline":null}