ShapBot

The wire fingerprints traffic claiming to be this crawler presented, split by whether a channel the operator publishes for verification — its IP ranges or forward-confirmed reverse DNS — confirmed the claim.

Claims in window

Same adjudication as the stats page: a claim confirmed by either channel the operator publishes — its IP ranges or forward-confirmed reverse DNS — is verified; one confirmed by neither is unverified. Operators differ in which channels they offer, and either alone fully identifies. Sources count distinct clients, not traffic. Fingerprint windows below are day-granular, like sources.

observationssourcesverifiedunverifiedunverified rate
236600.0%

Fingerprints presented by confirmed traffic

The highest-volume fingerprints the operator's own traffic runs, per signal — claims confirmed via operator-published channels. A Match pill marks an exact match against a controlled capture — an association with known stacks, not an identity verdict: unrelated clients built on the same stack can legitimately share a fingerprint.

TLS ClientHello (JA4)

fingerprintobservations
t13d1711h2_5b57614c22b0_5894756fee65 23

HTTP request (JA4H)

fingerprintobservations
ge20nn070000_55881d2ca2c0_000000000000_000000000000 15
ge20nn060000_347352663f61_000000000000_000000000000 5
he20nn070000_55881d2ca2c0_000000000000_000000000000 3

HTTP/2 frames (Akamai)

fingerprintobservations
3:100;4:65536;2:0|1048510465|0|m,s,a,p Match?Exact match in Thumbprint's published controlled catalog captures: curl 8.13.0, curl 8.18.0, curl 8.21.0, +8 more.The fingerprint page shows the full measured match list. More on the catalog. 23

TCP SYN (JA4T)

fingerprintobservations
42600_2-4-8-1-3_1420_7 23

TCP SYN (p0f)

fingerprintobservations
4:57+7:0:1420:mss*30,7:mss,sok,ts,nop,ws:df,id+:0 23