Passive income: NO

Starting an AI-Powered Shopify Listing Optimization Service could potentially lead to passive income, but it is not guaranteed for most people. To reach a passive income level, significant setup and systems are required such as AI algorithms, automation tools, and possibly outsourcing tasks. While some individuals may achieve passive income, it is more common for this to require ongoing effort and management. Most cases of true passive income in this field are outliers rather than the norm. It realistically becomes passive for a small percentage of individuals who have optimized their processes efficiently. Misleading expectations include assuming that passive income will quickly materialize without ongoing work. Setup costs range from $500 to $2000, and it can take 2 to 6 months to start seeing profits.