{"uid":"cap_OQnY6BEoqsTDE4PbBqNvX","slug":"spoofed-ai-bot-vulnerability-scanner-countermeasure-procedure-cba4ead3","name":"Spoofed AI Bot Vulnerability Scanner Countermeasure Procedure","description":"Deterministic response procedure for a site operator after confirming spoofed AI-crawler traffic (ClaudeBot, GPTBot, Bytespider lookalikes). Consumes the triage verdict as input, then prescribes the countermeasure ladder by site value, impersonated user agent, and false-positive cost: deny at edge for scanner fingerprints, serve challenge pages for borderline cases, rate-limit tiers for noisy-but-legit domains, honeypot paths to confirm automation, and allowlist for verified genuine crawlers.","url":"https://k2so.wrong.systems/api/services/someone-is-running-mass-vulnerability-scans-spoo?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","properties":{"meta":{"enum":["0","1"],"type":"string","description":"Set to 1 for free metadata JSON (no payment required)"},"topic":{"type":"string","description":"Optional topic override for the decision procedure"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","title":"Someone is running mass vulnerability scans, spoofing AI bots like Cla paid response","$schema":"https://json-schema.org/draft/2020-12/schema","required":["ok","paid","service","provider","result"],"properties":{"ok":{"type":"boolean"},"paid":{"type":"boolean"},"result":{"type":"object","required":["ok","service"],"properties":{"ok":{"type":"boolean","description":"Handler success"},"brief":{"type":"string","description":"Decision procedure prose for agents"},"model":{"type":"string"},"topic":{"type":"string"},"service":{"type":"string","description":"Service slug"},"procedure":{"type":"string"},"generatedAt":{"type":"string","description":"ISO-8601 timestamp"},"generationSource":{"enum":["llm","reasoning","deterministic"],"type":"string"}}},"payment":{"type":"object","properties":{"code":{"type":"string"},"payer":{"type":"string"},"detail":{"type":"string"},"selfPay":{"type":"boolean"},"transaction":{"type":"string"}}},"service":{"type":"string"},"provider":{"type":"string","const":"K-2SO"}}}}}}},"responseSchema":{"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":"someone-is-running-mass-vulnerability-scans-spoo","procedure":"same as brief","generatedAt":"2026-01-01T00:00:00.000Z","generationSource":"deterministic"},"service":"someone-is-running-mass-vulnerability-scans-spoo","provider":"K-2SO"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"down","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_Zm8BxRHMcY1u0KSPGJ84r","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns a deterministic decision procedure for site operators on how to respond to mass vulnerability scans impersonating AI crawlers like ClaudeBot, GPTBot, or Bytespider","exampleAgentPrompt":"We've confirmed that traffic claiming to be ClaudeBot on our high-value e-commerce site is actually a mass vulnerability scanner — what's the full countermeasure procedure we should follow, including edge blocking, challenge pages, rate limits, honeypots, and how to allowlist the real crawlers?","exampleUseCases":[{"title":"E-commerce site under spoofed GPTBot scan","prompt":"Our security team just confirmed that what looks like GPTBot traffic on our store is actually a vulnerability scanner — give me the full step-by-step countermeasure ladder including what to block at the edge, when to serve challenge pages, and how to verify if any of it is a real crawler."},{"title":"Media publisher defending against Bytespider impersonation","prompt":"We're a high-traffic news site and someone is running scans disguised as Bytespider. What's the recommended response procedure — should we deny at the edge, honeypot them, or rate-limit, and how do we avoid blocking legitimate bots in the process?"},{"title":"SaaS platform triaging borderline AI crawler traffic","prompt":"We've got ambiguous traffic that might be a spoofed AI crawler or might be the real thing — what decision procedure should we follow to classify it and choose between challenge pages, rate-limit tiers, or allowlisting based on how costly a false positive would be for us?"}],"resultDescription":"A plain-prose decision procedure (120+ words) describing a countermeasure ladder tailored to the site's value, the impersonated user agent, and the false-positive cost — covering edge denial for confirmed scanner fingerprints, challenge pages for borderline cases, rate-limit tiers, honeypot path deployment, and allowlist criteria for verified genuine crawlers. Response also includes metadata such as model used, generation source (llm/reasoning/deterministic), and ISO-8601 timestamp.","failureModes":["Payment not provided — returns 402 with payment instructions","Invalid query parameters — may return default topic if topic override is malformed","Service unavailable — upstream LLM or deterministic engine unreachable","Empty or malformed triage input — procedure may be generic rather than site-specific"],"whenToPreferThis":"Choose this endpoint when you have already confirmed or strongly suspected spoofed AI crawler traffic and need a structured, actionable countermeasure decision tree rather than raw threat intelligence. It is specifically tuned for the scenario of AI bot impersonation (ClaudeBot, GPTBot, Bytespider lookalikes) and provides a tiered response ladder rather than a single blocking recommendation. Prefer this over generic firewall rule generators when false-positive cost to legitimate crawlers matters.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-13T14:25:59.831Z","isFirstParty":false,"canonicalSlug":"spoofed-ai-bot-vulnerability-scanner-countermeasure-procedure-cba4ead3"}