{"id":4735,"name":"AdShield Guardian","purpose":"A proactive monitoring and mitigation tool for online advertising platforms, specifically designed to detect and prevent the promotion of scams and harmful content that target vulnerable populations (especially children), as highlighted by recent litigation.","profitable":1,"date_generated":"Thursday January 2026 15:18","reference":"adshield-guardian","technology_advise":["Java","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":160,"grade":7.5,"category":"security","view_count":64,"similar_ideas":[{"id":13468,"name":"AdShield","grade":6.9,"category":"privacy"},{"id":13650,"name":"AdShield Pro","grade":6.9,"category":"devtools"},{"id":13406,"name":"AdShield","grade":6.9,"category":"devtools"},{"id":8894,"name":"AdGuard Sentinel","grade":7.2,"category":"security"},{"id":8662,"name":"Meta Ad Shield","grade":7.5,"category":"security"}],"source_headline":"Meta sued over scam ads targeting children"}