{"id":7416,"name":"AI Sentiment Auditor","purpose":"A post-Super Bowl analysis tool that automatically analyzes social media & ad copy sentiment related to AI, using sentiment analysis models (improved from public perception), and flags instances of negative reactions. Provides actionable insights and reporting for AI companies.","profitable":1,"date_generated":"Monday February 2026 01:24","reference":"ai-sentiment-auditor","technology_advise":["Python","Difficult","PostgreSQL"],"development_time_estimation_mvp_in_hours":160,"grade":7.8,"category":"ai","view_count":50,"similar_ideas":[{"id":7421,"name":"AI Ad Sentiment Auditor","grade":7.2,"category":"ai"},{"id":2852,"name":"AI Sentiment Risk Analyzer","grade":5.8,"category":null},{"id":6899,"name":"AI Social Sentiment Analyzer","grade":7.8,"category":"ai"},{"id":6545,"name":"AI Sentiment Monitoring Service for Investors","grade":6.8,"category":"fintech"},{"id":9093,"name":"AI Sentiment Insights Platform","grade":7.8,"category":"data"}],"source_headline":"Super Bowl Ads For AI Signal a Bubble About to Burst?"}