Rand Fishkin tests channel-influence estimates using SparkToro clickstream, Datos panel, YouTube/Social/Reddit/Google metrics and LLM inference

Rand Fishkin says advances in clickstream data, faster web crawling, and LLM inference let him estimate marketing-channel influence more accurately and shares an example using SparkToro/Datos and audience signals for a 'Cozy Fantasy Book' audience.

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