{"id":7756,"name":"Algorithmic Feedback Loop for Social Platforms","purpose":"A software solution allowing users to actively shape social media algorithms through direct feedback, mimicking 'Dear Algo' functionality from Meta Threads, ensuring content alignment with user preferences and mitigating addiction-related harms.","profitable":1,"date_generated":"Friday February 2026 19:10","reference":"project-social-feedback-2026","technology_advise":["Python","PostgreSQL","NodeJS","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":7.8,"category":"social","view_count":12,"similar_ideas":[{"id":11201,"name":"Social Media Toxicity Alert","grade":7.2,"category":"social"},{"id":7571,"name":"Adaptive Social Media Safety Shield","grade":6.2,"category":"security"},{"id":6108,"name":"X Algorithm Auditor","grade":7.8,"category":"devtools"},{"id":3597,"name":"Lovable AI Compliance Monitor","grade":7.8,"category":null},{"id":7501,"name":"MinorSafe AI","grade":7.8,"category":"security"}],"source_headline":"Meta turned Threads algorithm complaints into an official feature"}