// vendor intelligence
bot-detection vendors
25 tracked detection vendors. each page lists what the vendor detects, the layers it enforces, and its cookie and endpoint tells. see which tools survive each on the capability matrix.
akamai bot manager
6of 7 layers enforced
edge-waf · declares native behavioral (3/3), native server coherence (3/3), strong tls / network fingerprint (2/3), strong ip reputation (2/3), strong js fingerprint (2/3), strong challenge (2/3) capability.
anubis
2of 7 layers enforced
pow-wall · declares native challenge (3/3), native attestation (3/3) capability.
arkose labs
4of 7 layers enforced
captcha · declares native challenge (3/3), strong js fingerprint (2/3), strong behavioral (2/3), strong server coherence (2/3) capability.
aws waf bot control
4of 7 layers enforced
edge-waf · declares strong tls / network fingerprint (2/3), strong ip reputation (2/3), strong challenge (2/3), strong server coherence (2/3) capability.
castle
3of 7 layers enforced
fraud-scoring · declares strong ip reputation (2/3), strong js fingerprint (2/3), strong behavioral (2/3) capability.
cloudflare bot management
6of 7 layers enforced
edge-waf · declares native tls / network fingerprint (3/3), native server coherence (3/3), strong ip reputation (2/3), strong js fingerprint (2/3), strong behavioral (2/3), strong challenge (2/3) capability.
cloudflare turnstile
5of 7 layers enforced
captcha · declares native tls / network fingerprint (3/3), native challenge (3/3), strong js fingerprint (2/3), strong behavioral (2/3), strong server coherence (2/3) capability.
datadome
5of 7 layers enforced
edge-waf · declares native ip reputation (3/3), native js fingerprint (3/3), native behavioral (3/3), native challenge (3/3), strong server coherence (2/3) capability.
f5 shape
5of 7 layers enforced
behavioral · declares native js fingerprint (3/3), native attestation (3/3), strong behavioral (2/3), strong challenge (2/3), strong server coherence (2/3) capability.
fingerprintjs
2of 7 layers enforced
fingerprint-lib · declares native js fingerprint (3/3), partial server coherence (1/3) capability.
forter
3of 7 layers enforced
fraud-scoring · declares strong ip reputation (2/3), strong js fingerprint (2/3), strong behavioral (2/3) capability.
friendly captcha
2of 7 layers enforced
captcha · declares strong challenge (2/3), partial server coherence (1/3) capability.
geetest
3of 7 layers enforced
captcha · declares native challenge (3/3), strong behavioral (2/3), partial js fingerprint (1/3) capability.
hcaptcha
3of 7 layers enforced
captcha · declares native challenge (3/3), strong behavioral (2/3), partial js fingerprint (1/3) capability.
imperva (incapsula)
4of 7 layers enforced
edge-waf · declares strong tls / network fingerprint (2/3), strong js fingerprint (2/3), strong challenge (2/3), strong server coherence (2/3) capability.
kasada
4of 7 layers enforced
pow-wall · declares native attestation (3/3), strong js fingerprint (2/3), strong behavioral (2/3), strong challenge (2/3) capability.
netacea
3of 7 layers enforced
behavioral · declares native behavioral (3/3), native server coherence (3/3), strong ip reputation (2/3) capability.
human (perimeterx)
4of 7 layers enforced
behavioral · declares native behavioral (3/3), strong ip reputation (2/3), strong js fingerprint (2/3), strong challenge (2/3) capability.
radware bot manager
6of 7 layers enforced
edge-waf · declares strong tls / network fingerprint (2/3), strong ip reputation (2/3), strong js fingerprint (2/3), strong behavioral (2/3), strong challenge (2/3), strong server coherence (2/3) capability.
recaptcha v2 / v3
3of 7 layers enforced
captcha · declares native challenge (3/3), strong behavioral (2/3), partial js fingerprint (1/3) capability.
riskified
2of 7 layers enforced
fraud-scoring · declares strong ip reputation (2/3), strong behavioral (2/3) capability.
sardine
3of 7 layers enforced
fraud-scoring · declares native behavioral (3/3), strong ip reputation (2/3), strong js fingerprint (2/3) capability.
seon
2of 7 layers enforced
fraud-scoring · declares strong ip reputation (2/3), strong js fingerprint (2/3) capability.
fastly (signal sciences)
4of 7 layers enforced
edge-waf · declares strong tls / network fingerprint (2/3), strong ip reputation (2/3), strong server coherence (2/3), partial challenge (1/3) capability.
signifyd
2of 7 layers enforced
fraud-scoring · declares strong ip reputation (2/3), strong behavioral (2/3) capability.