The tracking system consists of three automated scenarios that work together to provide comprehensive AIO monitoring. The first scenario handles query tracking and brand mentions, automatically sending prompts to ChatGPT and recording which sources appear in responses. The second scenario performs keyword performance analysis, tracking specific topics or phrases relevant to your business and monitoring whether you're gaining or losing visibility. The third scenario focuses on competitor tracking, identifying when competitors appear in AI responses and analyzing their positioning compared to yours.
In short: if you can swap in a different set of weights and use the exact same inference code for a different task, your setup is legitimate. If the inference code is inseparable from the algorithm, it's not.
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Sacking Ruben Amorim and his staff cost United £16m
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