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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.

Pharo already provides dedicated tools for the rewrite engine, such as StRewriterMatchToolPresenter:

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The Probability Matrix

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something you expect to have a few lines, but if it responds with

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