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Overview Activity Visitors Countries Endpoints Sessions Threats Investigate
US

GPTBot

 · GPTBot 1.4 Human
AiBot
Policy: Allow
Probability
0 %
Confidence
95 %
Risk Profile
VeryLow
Threat
None
Hit Count
50
Last Seen
42s ago
Network Locale Headers Tool Transport Session Quality
Closest to
GPTBot
Drift vs
34.2%

Fingerprint Profile

TLS Version
TLSv1.3
HTTP Protocol
HTTP/2
Protocol Client
TLS_AES_256_GCM_SHA384
TCP OS Hint
Unavailable
Fingerprint Integrity
Suspect
UA Consistency
Flagged
Headless Indicator
Low
Datacenter IP
Clean

Browser modes same browser, different modes. One row per persisted mode

Mode Observations Maturity Shift from baseline Last seen
bot-raw 245 245 0.00 (layout version, sec ch ua brands ordered, header order hash) 19:08:25
1 mode across 245 observations. See composite browser-mode fingerprints.
Endpoints Visited (3) Click to expand · stats unavailable
# Path
1 /account/login
2 /dashboard/site/endpoint
3 /dashboard/signature/NQavMospOC3Ofx-jj4CGWQ
Raw Requests (50) Click to expand
Time Method Path Status Prob Conf Risk Profile Action Time
19:08:25 GET /account/login 200 100 % 100 % VeryLow Allow 12.1ms
19:07:21 GET /account/login 200 100 % 100 % VeryLow Allow 13.3ms
19:06:20 GET /account/login 200 100 % 100 % VeryLow Allow 11.9ms
19:05:19 GET /account/login 200 100 % 100 % VeryLow Allow 11.1ms
19:04:15 GET /account/login 200 100 % 100 % VeryLow Allow 11.8ms
19:03:10 GET /account/login 200 100 % 100 % VeryLow Allow 11.4ms
19:02:09 GET /account/login 200 100 % 100 % VeryLow Allow 11.0ms
19:01:09 GET /account/login 200 100 % 100 % VeryLow Allow 13.2ms
19:00:08 GET /account/login 200 100 % 100 % VeryLow Allow 12.0ms
18:59:03 GET /account/login 200 100 % 100 % VeryLow Allow 12.1ms
18:58:02 GET /account/login 200 100 % 100 % VeryLow Allow 11.9ms
18:56:56 GET /account/login 200 100 % 100 % VeryLow Allow 12.4ms
18:55:53 GET /account/login 200 100 % 100 % VeryLow Allow 12.3ms
18:54:50 GET /account/login 200 100 % 100 % VeryLow Allow 11.0ms
18:53:45 GET /account/login 200 100 % 100 % VeryLow Allow 13.8ms
18:52:39 GET /account/login 200 100 % 100 % VeryLow Allow 11.6ms
18:51:38 GET /account/login 200 100 % 100 % VeryLow Allow 12.4ms
18:50:34 GET /account/login 200 100 % 100 % VeryLow Allow 11.4ms
18:49:29 GET /account/login 200 100 % 100 % VeryLow Allow 11.6ms
18:48:28 GET /account/login 200 100 % 100 % VeryLow Allow 12.9ms
18:47:23 GET /account/login 200 100 % 100 % VeryLow Allow 10.8ms
18:46:22 GET /account/login 200 100 % 100 % VeryLow Allow 14.2ms
18:45:16 GET /account/login 200 100 % 100 % VeryLow Allow 12.4ms
18:44:15 GET /account/login 200 100 % 100 % VeryLow Allow 12.3ms
18:43:10 GET /account/login 200 100 % 100 % VeryLow Allow 11.7ms
18:42:09 GET /account/login 200 100 % 100 % VeryLow Allow 12.2ms
18:41:06 GET /account/login 200 100 % 100 % VeryLow Allow 12.2ms
18:40:04 GET /account/login 200 100 % 100 % VeryLow Allow 12.3ms
18:39:03 GET /account/login 200 100 % 100 % VeryLow Allow 11.9ms
18:38:03 GET /account/login 200 100 % 100 % VeryLow Allow 14.0ms
18:37:00 GET /account/login 200 100 % 100 % VeryLow Allow 11.8ms
18:35:55 GET /account/login 200 100 % 100 % VeryLow Allow 12.1ms
18:34:50 GET /account/login 200 100 % 100 % VeryLow Allow 11.0ms
18:33:49 GET /account/login 200 100 % 100 % VeryLow Allow 11.8ms
18:32:49 GET /account/login 200 100 % 100 % VeryLow Allow 10.8ms
18:31:49 GET /account/login 200 100 % 100 % VeryLow Allow 13.1ms
18:30:43 GET /account/login 200 100 % 100 % VeryLow Allow 12.0ms
18:29:38 GET /account/login 200 100 % 100 % VeryLow Allow 12.2ms
18:28:36 GET /account/login 200 100 % 100 % VeryLow Allow 11.7ms
18:27:34 GET /account/login 200 100 % 100 % VeryLow Allow 11.9ms
18:26:34 GET /account/login 200 100 % 100 % VeryLow Allow 11.9ms
18:25:31 GET /account/login 200 100 % 100 % VeryLow Allow 12.0ms
18:24:30 GET /account/login 200 100 % 100 % VeryLow Allow 14.0ms
18:23:30 GET /account/login 200 100 % 100 % VeryLow Allow 11.9ms
18:22:25 GET /account/login 200 100 % 100 % VeryLow Allow 11.7ms
18:21:20 GET /account/login 200 100 % 100 % VeryLow Allow 11.4ms
18:20:17 GET /account/login 200 100 % 100 % VeryLow Allow 11.9ms
18:19:36 GET /account/login 200 100 % 100 % VeryLow Allow 11.8ms
18:18:51 GET /dashboard/site/endpoint 200 100 % 100 % VeryLow Allow 11.8ms
18:17:58 GET /dashboard/signature/NQavMospOC3Ofx-jj4CGWQ 200 100 % 100 % VeryLow Allow 12.1ms

Bot Probability & Confidence History

StyloBot Detection Overhead (ms)

User Agent

Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; GPTBot/1.4; +https://openai.com/gptbot)

Analysis

GPTBot on /account/login - caught by Known AI training bot: GPTBot (OpenAI), Known bot pattern: GPTBot, Highly repetitive: /account/login→/account/login (p=100 %)

Detection Signals

  • • Known AI training bot: GPTBot (OpenAI)
  • • Known bot pattern: GPTBot
  • • Highly repetitive: /account/login→/account/login (p=100 %)
  • • claimed GPTBot but source IP not in GPTBot's published range
  • • Request patterns appear normal

Detector Contributions (21 detectors)

Detector Confidence Delta Timing (ms)
HeuristicLate
Heuristic model (late): 98 % bot likelihood (323 features)
 +0.954 0.4
AiScraper
Known AI training bot: GPTBot (OpenAI)
 +0.950 0.0
UserAgent
Known bot pattern: GPTBot
 +0.900 0.2
Heuristic
Heuristic model (early): 65 % bot likelihood (18 features)
 +0.308 0.1
GoodBotIpRange
claimed GPTBot but source IP not in GPTBot's published range
 +0.550 0.0
Behavioral
Request patterns appear normal; Highly repetitive: /account/login→/account/login (p=100 %)
 +0.250 0.4
Ip
IP appears normal: 74.7.227.xxx
 -0.150 0.0
Header
Headers appear normal
 -0.150 0.1
TlsFingerprint
TLS connection appears normal
 -0.150 0.0
AI
AI analysis: borderline case, monitoring
 +0.000 10.2
VerifiedBot
Verified GPTBot via ip_range
 +0.000 0.1
SecurityTool
No security tools detected in User-Agent
 +0.000 0.1
PiiQueryString
Query string contains PII parameters: token
 +0.000 0.0
RequestHydrator
Request signals hydrated to sink
 +0.000 0.0
Http2Fingerprint
HTTP/2 analysis complete (no anomalies detected)
 +0.000 0.0
Http3Fingerprint
Connection uses HTTP/2 (not HTTP/3)
 +0.000 0.0
TcpIpFingerprint
Network fingerprint analysis complete (no anomalies detected)
 +0.000 0.0
HeaderCorrelation
Single signature per header profile
 +0.000 0.1
TransportProtocol
Transport protocol analysis complete
 +0.000 0.0
VerifiedBotInline
Verified GPTBot via published IP range
 +0.000 0.2
FastPathReputation
No known patterns in reputation cache
 +0.000 0.0

Signal Intelligence

h2

protocol h2

referrer

domain stylobot.net

request

protocol HTTP/2
accept_encoding gzip, br

risk

justification Cryptographically verified good bot

tls

cipher TLS_AES_256_GCM_SHA384
Version TLSv1.3
version TLSv1.3

Policy applied

Hit history

No sessions recorded yet.

Sessions are created when a visitor's activity gap exceeds 30 minutes.

Effective policy
Loading effective policy…
ASP.NET Pack — Auth events
JWKS health
OK

reachable

Auth pipeline
JWKS reachable
License
Licensed

ASP.NET pack enabled

OTel Mesh — Traces

Fingerprint timeline

0caf0a06256d4c17b163682b1a8c6c6d 0 observations

Span + log activity for this fingerprint, ordered by timestamp.

No timeline observations

OTel Mesh receiver online, but no observations seen for this fingerprint id (check W3C baggage propagation)

Signature: P114YI0dcxh4Pb9tEb0K5g | Processing: 12ms | Country: US | UA: Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; GPTBot/1.4; +https://openai.com/gptbot) | First seen: 2026-07-14 18:17:58 UTC