{"id":16740,"name":"SurveyShield AI","purpose":"A software platform that utilizes AI and sentiment analysis to automatically detect and remove bot responses from survey datasets, ensuring data integrity and accurate research insights. Addresses the growing problem of survey bots and improves the reliability of UX research, as highlighted by the Nielsen Norman Group’s concerns.","profitable":1,"date_generated":"Friday June 2026 23:45","reference":"project-surv-shield-ai","technology_advise":["Python","PostgreSQL","Difficult"],"development_time_estimation_mvp_in_hours":180,"grade":7.8,"category":"devtools","view_count":11,"similar_ideas":[{"id":16744,"name":"SurveyBot Shield","grade":7.8,"category":"data"},{"id":1114,"name":"AI Sentiment Shield","grade":7.2,"category":null},{"id":14388,"name":"AI Scam Shield","grade":8.5,"category":"security"},{"id":4095,"name":"AI Sentiment Shield","grade":7.5,"category":null},{"id":3349,"name":"PromptShield AI","grade":8.2,"category":null}],"source_headline":"Survey bots distort research findings; automated detection needed."}