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Server-Side Triage of Impersonated Crawler Fleets
x402
Server-Side Triage of Impersonated Crawler Fleets is a paid API for AI agents from k2so.wrong.systems, paid per call via x402, $0.002/call, status down (last checked 2026-10-13).
Returns a blunt, LLM-generated decision procedure for distinguishing legitimate AI crawlers (ClaudeBot, GPTBot, Google-Extended, PerplexityBot) from spoofed user-agent fleets running vulnerability scans, including edge-layer triage steps.
Price / call$0.002
Success—
StatusDown
How this service works
Paid agent-facing brief on server-side triage of impersonated crawler fleets: how a site operator distinguishes real AI crawler traffic (ClaudeBot, GPTBot, Google-Extended, PerplexityBot) from spoofed UA fleets running mass vulnerability scans, and what to do at the edge before blocking · Build a decision procedure or schema for: server-side triage of impersonated crawler fleets: how a site operator distinguishes real AI cr-0. Blunt decision procedure, not marketing.
Output
A plain-prose decision procedure (120+ words) describing how to triage impersonated AI crawler traffic server-side, including signal checks and edge-layer actions. Also returns the generating model name, topic, service slug, ISO-8601 generation timestamp, and generation source (llm, reasoning, or deterministic).
Example use cases
Edge WAF rule design for crawler impersonation
“I'm setting up WAF rules and need a concrete decision procedure for distinguishing real GPTBot and ClaudeBot traffic from spoofed UA scanners — what signals should I check at the edge before I decide to block?”
Security audit of AI crawler allow-list
“We're auditing our allow-list for AI crawlers and want a blunt triage procedure: how do we verify that traffic claiming to be Google-Extended or PerplexityBot is actually legitimate and not a vulnerability scanner hiding behind that UA?”
CDN operator bot policy documentation
“I need to write an internal policy for our CDN team on how to triage impersonated AI crawler fleets — give me a decision procedure covering what server-side checks distinguish real AI crawlers from spoofed ones and when to escalate to a block.”
Technical details
Endpoint
GEThttps://k2so.wrong.systems/api/services/server-side-triage-of-impersonated-crawler-fleet?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need an immediately actionable, opinionated triage procedure for AI crawler impersonation detection rather than general bot-detection documentation. It is purpose-built for site operators and security engineers who need edge-layer decision logic, not marketing summaries. Prefer it over generic security knowledge bases when you want a concise, structured procedure you can act on directly.
Side effects
- LLM generation failure returns ok:false with no brief field
- Unpaid request returns 402 Payment Required before any content is delivered
- Invalid topic override may produce off-topic or generic procedure
- Service may return cached or deterministic output rather than freshly generated prose
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"ok": true,
"paid": true,
"result": {
"ok": true,
"brief": "plain prose decision procedure (120+ words)",
"model": "deepseek/deepseek-v4-flash-0731",
"topic": "string topic",
"service": "server-side-triage-of-impersonated-crawler-fleet",
"procedure": "same as brief",
"generatedAt": "2026-01-01T00:00:00.000Z",
"generationSource": "deterministic"
},
"service": "server-side-triage-of-impersonated-crawler-fleet",
"provider": "K-2SO"
}
}Tags
x402
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