Sources behind the new account fraud comparison
Product pages establish scope, documentation explains outputs and integration, and vendor guides add operational context. Sources are dated when read.
ShieldLabs
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
Fingerprint
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
SEON
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
Sift
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
Socure
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
Sardine
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
Persona
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
BioCatch
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
Arkose Labs
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
Deduce
Inspect the evidence behind the review.
- Product and detection approach · checked October 21, 2026
- Pricing and access · checked October 21, 2026
- Integration and result documentation · checked October 21, 2026
- Vendor guide and operational context · checked October 21, 2026
Registration and engineering references
- Stripe: new account fraud prevention tools.
- OWASP API6: sensitive business flows.
- OWASP: authentication guidance.
- OWASP: bounded sending and reset flows, relevant by analogy to confirmation-message abuse.
- NIST SP 800-63-4: identity proofing and authentication.
These support engineering and evidence distinctions; they are not a common product-performance benchmark.