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Measuring LLM citation traffic: a surprisingly hard signal extraction problem [D]

Via r/MachineLearning
Thursday, May 14, 2026 · 6:46PM
Summary

Framing this as a technical problem: given a GA4 data stream, how do you reliably infer which sessions originated from LLM tool citations? The challenge: referrer data is sparse and inconsistent across platforms, user agents are often indistinguishable from direct browser visits, and different AI to

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