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UA fingerprinting and bot taxonomy
Parse access logs into a normalized crawler taxonomy — GPT, Claude, Perplexity, and others — with spoofing checks and version tracking.
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Bot families tracked across newsroom traffic
Plumb turns CDN logs, analytics, and trend signals into first-party AI traffic telemetry — so publishers can see who is crawling, what is being read, and when demand is forming.
Parse access logs into a normalized crawler taxonomy — GPT, Claude, Perplexity, and others — with spoofing checks and version tracking.
Map which articles, sections, and topics AI crawlers return to most — and where editorial attention is being harvested first.
Cross-reference AI crawl spikes with search and trend signals to spot demand before the peak arrives.