{"id":7934,"name":"AI Defense Shield","purpose":"A proactive AI-powered tool designed to detect deceptive tactics employed by AI Overviews. Analyzes responses for factual inaccuracies, suspicious references, and plagiarism, offering users a risk assessment score and alternative information sources.  Provides a user-friendly browser extension to assess search results before trusting their information","profitable":1,"date_generated":"Sunday February 2026 17:05","reference":"project-ai-defense-identifier","technology_advise":["Python","NodeJS","Medium"],"development_time_estimation_mvp_in_hours":160,"grade":7.5,"category":"security","view_count":37,"similar_ideas":[{"id":11043,"name":"AI Guardian Shield","grade":8.7,"category":"security"},{"id":2047,"name":"Adversarial Query AI Shield","grade":7.8,"category":null},{"id":6154,"name":"AI Risk Mitigation Assistant","grade":7.8,"category":"ai"},{"id":4133,"name":"AI News Bias Analyzer","grade":7.8,"category":null},{"id":4095,"name":"AI Sentiment Shield","grade":7.5,"category":null}],"source_headline":"Google's AI Overviews can scam users"}