这类产品对模型的要求，和普通 chatbot 聊天工具完全不同：它不需要模型表演得多聪明，它需要模型说人话、不出错、还得扛得住高频调用。
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.
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