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"Today, many of us are worried about AI and robots," said archivist and filmmaker Rick Prelinger, in an email to NPR. "Well, people were thinking about robots in 1897. Very little is new."
Once you've identified target queries, the automated system tests them periodically—daily, weekly, or on whatever schedule makes sense for your monitoring needs. Each test queries the AI model with your specified prompt, captures the response, parses which sources were cited, and records whether your content appeared. Over time, this builds a database showing your visibility trends, how often competitors appear for the same queries, and which topics you're gaining or losing ground on.