Biometric Liveness Detection Software | Parse

Biometric Liveness Detection Software in AI answers

Data as of Oct 14, 2026Based on 156 AI responsesReviewed by Dimitry Apollonsky

AI summary

BioCatch and iProov are neck and neck, with BioCatch recommended for behavioral account takeover defense and iProov for thwarting generative AI injection attacks. For on-device verification without cloud data uploads, Apple is the usual answer.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Recommended for	Mentioned in
1	BioCatch 30% continuous behavioral pattern analysis to detect account takeover and fraud	continuous behavioral pattern analysis to detect account takeover and fraud	30%
2	iProov 27% color sequence illumination to counter deepfakes and injection attacks	color sequence illumination to counter deepfakes and injection attacks	27%
3	LexisNexis Risk SolutionsLexisNexis product line 22% combining behavioral biometrics with digital identity intelligence to detect takeovers	combining behavioral biometrics with digital identity intelligence to detect takeovers	22%
4	LexisNexis BehavioSecLexisNexis product line 20% continuous keystroke dynamics and user interaction analytics for authentication	continuous keystroke dynamics and user interaction analytics for authentication	20%
5	Apple 14% local on-device facial recognition processing without uploading user biometric data	local on-device facial recognition processing without uploading user biometric data	14%
6	Entrust 14% biometric re-authentication rather than passive behavioral tracking	biometric re-authentication rather than passive behavioral tracking	14%
7	Feedzai 12% behavioral profiling paired with device intelligence to flag anomalous sessions	behavioral profiling paired with device intelligence to flag anomalous sessions	12%
8	Ping Identity 12% risk-engine behavioral anomaly detection to uncover automated traffic and takeover	risk-engine behavioral anomaly detection to uncover automated traffic and takeover	12%
9	Darwinium 12% behavioral biometrics to identify account takeovers using legitimate credentials	behavioral biometrics to identify account takeovers using legitimate credentials	12%
10	Innovatrics 10% video injection detection models to stop camera emulation and deepfakes	video injection detection models to stop camera emulation and deepfakes	10%
11	InsightFace 10%		10%
12	Bureau 9%		9%
13	ThreatMetrixLexisNexis product line 9%		9%
14	Outseer 9%		9%
15	Callsign 9%		9%
16	Mitek 8%		8%
17	Socure 8%		8%
18	Facephi 8%		8%
19	Jumio 8%		8%
20	FICO 8%		8%
21	FaceTec 8%		8%
22	BioID 8%		8%
23	Faceplugin 8%		8%
24	OpenCV 7%		7%
25	IBM TrusteerIBM product line 6%		6%
26	Aware 6%		6%
27	SpoofSense 6%		6%
28	Microblink 6%		6%
29	Incode 6%		6%
30	PrivateID 6%		6%
31	Facenox 6%		6%
32	ROC.AI 6%		6%
33	Sumsub 6%		6%
34	Identy 6%		6%
35	Sardine 6%		6%
36	Seon 6%		6%
37	Dlib 5%		5%
38	DeepFace 5%		5%
39	Oz Forensics 5%		5%
40	FaceOnLive 5%		5%
41	Yoti 5%		5%
42	GBG 5%		5%
43	Veriff 5%		5%
44	Entrust Identity VerificationEntrust product line 5%		5%
45	Windows HelloMicrosoft product line 4%		4%
46	Veridas 4%		4%
47	Experian 4%		4%
48	Sift 4%		4%
49	Celebrus 4%		4%
50	Ping 4%		4%
51	AU10TIX 4%		4%
52	LexisNexis 3%		3%
53	CompreFaceExadel product line 3%		3%
54	InspireFace 3%		3%
55	Daon xFaceDaon product line 3%		3%
56	ID Analyzer 3%		3%
57	Facia 3%		3%
58	FaceNet 3%		3%
59	CrossClassify 3%		3%
60	Amazon RekognitionAmazon product line 3%		3%
61	Android 3%		3%
62	Mitek IDLive FaceMitek product line 3%		3%
63	Android BiometricPrompt 3%		3%
64	ID R&DMitek product line 3%		3%
65	Daon 3%		3%
66	Mastercard 3%		3%
67	Transmit Security 3%		3%
68	NuData Security 3%		3%
69	Banuba 3%		3%
70	TransUnion 3%		3%
71	ShuftiPro 3%		3%
72	TransUnion TruValidateTransUnion product line 3%		3%
73	TypingDNA 3%		3%
74	Luxand FaceSDKLuxand product line 2%		2%
75	Paravision 2%		2%
76	HuskyLensDFRobot product line 2%		2%
77	CyberLink FaceMeCyberLink product line 2%		2%
78	Sensory 2%		2%
79	HID GlobalOwned by ASSA ABLOY 2%		2%
80	AWSAmazon product line 2%		2%
81	IBM 2%		2%
82	Banuba Face Recognition SDKBanuba product line 2%		2%
83	OLOID 2%		2%
84	SecureAuth 2%		2%
85	ID-Pal 2%		2%
86	ML KitAlphabet product line 2%		2%
87	ARSA Technology 2%		2%
88	NeuroID 2%		2%
89	ADVANCE.AI 2%		2%
90	MediaPipeAlphabet product line 2%		2%
91	LiteRTAlphabet product line 2%		2%
92	ONNX Runtime 2%		2%
93	IDEMIAOwned by Advent International 2%		2%
94	Intel RealSense 1%		1%
95	Polyguard 1%		1%
96	WeVerify 1%		1%
97	CyberLink 1%		1%
98	NovaEyeD 1%		1%
99	FaceTagr 1%		1%
100	Microchip Technology 1%		1%

Recommendations by AI engine

ChatGPT SearchGoogle AI Mode

Widest split: LexisNexis BehavioSec, 25% on ChatGPT Search and 14% on Google AI Mode.

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
BioCatch	32%	29%
iProov	25%	29%
LexisNexis Risk Solutions	22%	23%
LexisNexis BehavioSec	25%	14%
Apple	18%	10%
Entrust	23%	Outside Google AI Mode's top 25
Feedzai	9%	14%
Ping Identity	22%	Outside Google AI Mode's top 25
Darwinium	23%	Outside Google AI Mode's top 25
Innovatrics	Outside ChatGPT Search's top 25	14%

Biometric Liveness Detection Software in AI answers

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