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profound

Profound

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## What log processing and parsing mechanisms does Profound's Agent Analytics use?

Profound's Agent Analytics processes logs by analyzing user agent strings, cross-referencing IP addresses with published AI provider ranges, and applying behavioral pattern recognition to distinguish legitimate AI crawlers from spoofed bots. Advanced parsing algorithms extract metadata such as timestamps, URLs, response codes, and referrers for detailed analysis and categorization of AI bot activity.

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