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a paid, LLM-generated decision procedure for site operators to detect and rank scanners spoofing AI bot identities (ClaudeBot, GPTBot, PerplexityBot) before rate-limiting or blocking them.","exampleAgentPrompt":"Give me a blunt decision procedure for detecting and ranking scanners that are spoofing AI bot identities like ClaudeBot, GPTBot, and PerplexityBot on my site, so I know which ones to rate-limit or block first.","exampleUseCases":[{"title":"Block fake ClaudeBot traffic","prompt":"My server logs show a ton of requests claiming to be ClaudeBot but they look suspicious — give me a ranked procedure to detect which ones are actually spoofed so I can block the right ones."},{"title":"Pre-blocking triage for CDN rules","prompt":"Before I write my CDN rate-limit rules, I need a step-by-step decision procedure to rank impersonated crawler identities — specifically GPTBot and PerplexityBot fakes — by threat level so I prioritize correctly."},{"title":"Audit crawler fleet for spoofed identities","prompt":"I'm auditing our site's incoming crawler traffic and need a blunt, no-marketing guide to detect which scanners are spoofing known AI bot identities and how to rank them before taking action."}],"resultDescription":"A plain-prose decision procedure (120+ words) describing how to detect and rank crawlers impersonating known AI bot identities such as ClaudeBot, GPTBot, and PerplexityBot, along with metadata including the generation model, timestamp, topic, and generation source (llm, reasoning, or deterministic).","failureModes":["Payment not included or invalid — returns 402 with payment required details","Invalid query parameter values for 'meta' or 'method' — returns validation error","LLM generation failure — result.ok may be false with no brief returned","Service temporarily unavailable — non-200 HTTP response"],"whenToPreferThis":"Choose this endpoint when you are a site operator needing a concrete, actionable decision procedure to triage impersonated AI crawler traffic before applying rate-limits or blocks. 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