{"id":4630,"name":"ScalperShield","purpose":"A real-time bot detection and mitigation service for online retailers. ScalperShield uses machine learning to identify and flag suspicious purchase behavior, allowing retailers to throttle or block scalpers and ensure fair product access for genuine customers. Integrates via API.","profitable":1,"date_generated":"Wednesday December 2025 13:01","reference":"project-scalpershield-identifier","technology_advise":["Python","PostgreSQL","Machine Learning","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":8.2,"category":"security","view_count":101,"similar_ideas":[{"id":5368,"name":"PrivacyShield Retail","grade":7.1,"category":"ecommerce"},{"id":20265,"name":"Resilient Trading Bot Shield","grade":8.1,"category":"security"},{"id":23030,"name":"ScamShield AI","grade":7.8,"category":"security"},{"id":14042,"name":"DeceptiveDomain Shield","grade":7.4,"category":"security"},{"id":16744,"name":"SurveyBot Shield","grade":7.8,"category":"data"}],"source_headline":"Scalpers are ruining the Internet."}