{"id":7531,"name":"AI Submission Authenticator","purpose":"A service that analyzes submitted text (e.g., stories, essays, articles) and provides a confidence score regarding its potential AI generation. Aimed at publishers and institutions struggling with AI-generated content flooding their submissions, reducing manual verification time. ","profitable":1,"date_generated":"Tuesday February 2026 14:48","reference":"ai-submission-authenticator-project","technology_advise":["Python","Medium"],"development_time_estimation_mvp_in_hours":120,"grade":7.2,"category":"devtools","view_count":65,"similar_ideas":[{"id":7570,"name":"AI Content Authenticator","grade":6.9,"category":"devtools"},{"id":6136,"name":"GenAI Content Authenticator","grade":7.8,"category":"devtools"},{"id":3472,"name":"AI Content Authenticity Verifier","grade":8.1,"category":null},{"id":16213,"name":"AI Literary Integrity Checker","grade":8.1,"category":"devtools"},{"id":14514,"name":"AI-Powered Content Authenticity Checker","grade":6.9,"category":"education"}],"source_headline":"AI-Generated Text and the Detection Arms Race"}