Anomalies

The TLS ClientHello is produced by the client's TLS library and is far harder to forge than a User-Agent header. This fingerprint's dominant community label is a non-browser tool, so the browser claim contradicts the wire.

The TLS ClientHello is produced by the client's TLS library and is far harder to forge than a User-Agent header. This fingerprint's dominant community label is a non-browser tool, so the browser claim contradicts the wire.

This User-Agent claims Applebot, but the connection's IP is outside the ranges Applebot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims ClaudeBot, but the connection's IP is outside the ranges ClaudeBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Perplexity-User, but the connection's IP is outside the ranges Perplexity-User publishes for its fetcher, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims GPTBot, but the connection's IP is outside the ranges GPTBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Amazonbot, but the connection's IP is outside the ranges Amazonbot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims PerplexityBot, but the connection's IP is outside the ranges PerplexityBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Perplexity-User, but the connection's IP is outside the ranges Perplexity-User publishes for its fetcher, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Amzn-SearchBot, but the connection's IP is outside the ranges Amzn-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims OAI-SearchBot, but the connection's IP is outside the ranges OAI-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Perplexity-User, but the connection's IP is outside the ranges Perplexity-User publishes for its fetcher, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims ClaudeBot, but the connection's IP is outside the ranges ClaudeBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Amazonbot, but the connection's IP is outside the ranges Amazonbot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims OAI-SearchBot, but the connection's IP is outside the ranges OAI-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims PerplexityBot, but the connection's IP is outside the ranges PerplexityBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims GPTBot, but the connection's IP is outside the ranges GPTBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Applebot, but the connection's IP is outside the ranges Applebot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims OAI-SearchBot, but the connection's IP is outside the ranges OAI-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims GPTBot, but the connection's IP is outside the ranges GPTBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Amzn-SearchBot, but the connection's IP is outside the ranges Amzn-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Applebot, but the connection's IP is outside the ranges Applebot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims GPTBot, but the connection's IP is outside the ranges GPTBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims DuckDuckBot, but the connection's IP is outside the ranges DuckDuckBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Bingbot, but the connection's IP is outside the ranges Bingbot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims OAI-SearchBot, but the connection's IP is outside the ranges OAI-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims GPTBot, but the connection's IP is outside the ranges GPTBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims YandexBot. No usable published-range snapshot covered the claim at ingest, and the reverse-DNS check the operator documents completed without confirming it — no PTR record, no name in the operator's rDNS space, or a name that failed forward confirmation. With no operator-published channel vouching for the IP, this is an impersonation signal.

This User-Agent claims CCBot, but the connection's IP is outside the ranges CCBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims PerplexityBot, but the connection's IP is outside the ranges PerplexityBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims OAI-SearchBot, but the connection's IP is outside the ranges OAI-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Applebot, but the connection's IP is outside the ranges Applebot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims DuckAssistBot, but the connection's IP is outside the ranges DuckAssistBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims GPTBot, but the connection's IP is outside the ranges GPTBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims OAI-SearchBot, but the connection's IP is outside the ranges OAI-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims CCBot, but the connection's IP is outside the ranges CCBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Amzn-SearchBot, but the connection's IP is outside the ranges Amzn-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Amazonbot, but the connection's IP is outside the ranges Amazonbot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims OAI-SearchBot, but the connection's IP is outside the ranges OAI-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims GPTBot, but the connection's IP is outside the ranges GPTBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims OAI-SearchBot, but the connection's IP is outside the ranges OAI-SearchBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims MistralAI-User, but the connection's IP is outside the ranges MistralAI-User publishes for its fetcher, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Amazonbot, but the connection's IP is outside the ranges Amazonbot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims PerplexityBot, but the connection's IP is outside the ranges PerplexityBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Applebot, but the connection's IP is outside the ranges Applebot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Perplexity-User, but the connection's IP is outside the ranges Perplexity-User publishes for its fetcher, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Amazonbot, but the connection's IP is outside the ranges Amazonbot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims GPTBot, but the connection's IP is outside the ranges GPTBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Perplexity-User, but the connection's IP is outside the ranges Perplexity-User publishes for its fetcher, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims PerplexityBot, but the connection's IP is outside the ranges PerplexityBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims GPTBot, but the connection's IP is outside the ranges GPTBot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).

This User-Agent claims Amazonbot, but the connection's IP is outside the ranges Amazonbot publishes for its crawler, and no other operator-published channel confirms it. An IP no channel vouches for is almost always an impersonator — honest exceptions (a brand-new range not yet in our snapshot, or a proxy relaying a real fetch) are rare, and claims the operator's reverse DNS does confirm are excluded here (they surface as publication disagreements on the operator's page, not as impersonations).