{"id":5663,"name":"AI Upsell Risk Assessor","purpose":"Software that analyzes AI agent chat logs and purchase workflows to identify potentially deceptive or manipulative 'personalized upselling' tactics, protecting consumers from being overcharged or misled by AI-powered shopping agents. Provides alerts and automated risk scoring.","profitable":1,"date_generated":"Wednesday January 2026 02:49","reference":"project-ai-upsell-risk-assessor","technology_advise":["Python","SQLite","Medium"],"development_time_estimation_mvp_in_hours":120,"grade":6.8,"category":"security","view_count":42,"similar_ideas":[{"id":2945,"name":"AI Safety & Responsibility Auditor","grade":7.5,"category":null},{"id":17156,"name":"Agent Tool Risk Assessor","grade":7.2,"category":"ai"},{"id":5444,"name":"AI Persona Risk Analyzer","grade":7.0,"category":"ai"},{"id":8481,"name":"AI Risk Monitor","grade":8.2,"category":"ai"},{"id":7337,"name":"AdSense AI Optimizer","grade":7.2,"category":"ai"}],"source_headline":"Watchdog warns about Google's AI agent shopping tactics."}