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The Query Fan-Out Session: Determining Optimal ...

The Query Fan-Out Session: Determining Optimal Time Windows for LLM Bot Request Bundling

A Query Fan-Out Session is a bundle of web requests from an LLM chat assistant that originated from a single user question.

My research analyzed the timing patterns of LLM bot requests, to find the ideal time window to group LLM requests of ChatGPT-user for better LLM activity reporting.

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Ruben Remy

December 18, 2025
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