{"id":22887,"name":"ShelfProof AI","purpose":"A mobile app that uses AI to scan product barcodes in retail environments, verify pricing accuracy, and report discrepancies, preventing customers from overpaying.","profitable":1,"date_generated":"Tuesday October 2026 00:26","reference":"project-shelfproof-ai","technology_advise":["Android","Python","Medium"],"development_time_estimation_mvp_in_hours":220,"grade":6.9,"category":"mobile","view_count":9,"similar_ideas":[{"id":19075,"name":"PriceShield AI","grade":8.2,"category":"fintech"},{"id":10004,"name":"AI Fraud Alert Shield","grade":8.1,"category":"security"},{"id":3595,"name":"AI Price Transparency Auditor","grade":6.5,"category":null},{"id":20985,"name":"PriceWatch AI","grade":7.8,"category":"ecommerce"},{"id":2803,"name":"PriceTrack AI","grade":8.1,"category":null}],"source_headline":"AI-powered price verification in retail"}