Registration
Risk Index

New account fraud demos, trials and evaluation routes

Inspect the actual registration output. A public demo, free allowance, forced sandbox outcome and sales-assisted evaluation establish different things.

PUBLIC TESTS AND EVALUATION RESOURCES

Evaluate the registration event.

Compare permitted repeat signups and legitimate new customers. Record the account association, device/network findings, timestamp and missing fields. Follow the event through server verification and customer recovery.

Links open the provider or project’s own site. This directory does not embed their checkers or receive their results. A browser observation, an IP classification and an account-based evaluation answer different questions.

Directory updated · Sofia Marchetti

Find the right test

Choose a resource by the evidence it exposes. Product evaluations for the full shortlist remain below.

4 of 4 resources

01 / ShieldLabs

ShieldLabs Anonymity Checker

Visitor, device and risk context

Explore current device/network evidence and identification within the public checker’s scope.

Output
Identifiers, named network conditions and risk output available to the public visit.
Access and limits
Public checker; account events and production integration require supported account association.
Evaluation idea
Record a permitted baseline visit and the individual findings. Keep an unavailable assessment distinct from a low-risk result.

02 / Fingerprint

Fingerprint identification playground

Hosted recognition and Smart Signals

Inspect a current identification event and the exposed browser and network signals.

Output
Event/visitor identity and available Smart Signals; fields depend on the demo and product plan.
Access and limits
Public playground; production signal and client entitlements are separate.
Evaluation idea
Read tampering, automation and network outputs separately from the visitor identifier and any aggregate score.

03 / BrowserLeaks

BrowserLeaks JavaScript information

Individual browser surfaces

Inspect JavaScript-visible attributes and supported browser capabilities.

Output
Navigator, screen, locale, timezone and related technical values.
Access and limits
Public diagnostic page. Other BrowserLeaks pages cover separate surfaces such as WebRTC.
Evaluation idea
Inspect one permitted configuration and retain missing fields as unavailable. Explain causes instead of declaring every unusual value fraudulent.

04 / IPQualityScore

IPQualityScore proxy and VPN lookup

IP and connection context

Inspect network context that can corroborate a browser investigation.

Output
Supported IP classifications and risk fields when the lookup completes.
Access and limits
Public lookup route; verification or access restrictions may apply. Device-product entitlement is separate.
Evaluation idea
Use an owned or permitted address. Keep network reputation, browser integrity and account eligibility distinct.

Keep the comparison repeatable

  1. Define the protected action and use only your own or authorized data.
  2. Record the provider, timestamp, assessed entity, field definitions and scale.
  3. Change one permitted condition and repeat the same action.
  4. Include legitimate controls and keep unavailable fields distinct from negative findings.
  5. Evaluate the supported integration and account access before applying the result to customers.

Product access and full-shortlist evaluations

These are the existing vendor routes and their recorded access conditions. A trial request, product walkthrough or documentation page is not another public checker.

Start with the protected transition

A demo illustrates selected outputs. An entitled trial lets you test the supported integration. A forced test token proves routing, not real signal collection. Confirm the plan, channel and data requirements before comparing results.

Evaluation routes for ten new account fraud prevention tools, checked October 21, 2026.
ToolRouteAccess and scope
ShieldLabsLive demo and Start FreeThe own-visit demo illustrates evidence. Start Free provides 5,000 identifications to evaluate your supported registration integration.
FingerprintPublic own-visit demoShows observed identification and signal examples for your visit. Test the entitled API and enforcement workflow separately in your own application.
SEONRequest a product evaluationSales-assisted evaluation. Confirm platform coverage, data requirements, trial scope, usage and commercial terms.
SiftRequest a product evaluationSales-assisted evaluation. Confirm platform coverage, data requirements, trial scope, usage and commercial terms.
SocureSocure Launch self-service SandboxSelect one supported workflow and integration path. Sandbox uses test tokens; validate real production evidence separately. Monthly credits and per-evaluation costs depend on the selected solution.
SardineRequest a product evaluationSales-assisted evaluation. Confirm platform coverage, data requirements, trial scope, usage and commercial terms.
PersonaTrial and eligible Startup ProgramExplore the self-guided trial and, if eligible, apply to the Startup Program. General-cohort verification quotas do not automatically include every fraud product.
BioCatchRequest a product evaluationSales-assisted evaluation. Confirm platform coverage, data requirements, trial scope, usage and commercial terms.
Arkose LabsRequest a product evaluationSales-assisted evaluation. Confirm platform coverage, data requirements, trial scope, usage and commercial terms.
DeduceFree-trial request / proof of valueThe public form requests an Insights trial; it does not publish a numeric quota. Confirm current provisioning, supported inputs and production evaluation terms.

Use independently known cases

  1. A genuine first registration with little prior activity.
  2. A returning user and controlled related new accounts.
  3. Shared household or workplace hardware.
  4. Legitimate autofill, accessibility and privacy tools.
  5. Missing collection, timeout, direct-endpoint submission and retries.

Record the available evidence and account state separately. Read the protocol and integration guide.

FAQ

Can one device or IP flag establish that an account is fake?

No. A shared network or unusual device property is not proof of a fake identity. Evaluate the actual signup event, supported signals and relevant account history with controls for genuine customers.

Does this directory collect my checker result?

No. The cards and links are static HTML, and JavaScript only filters this directory. Each linked provider controls collection, results, retention and access on its own site.

Are public demos, sandboxes and product trials equivalent?

No. A public demo exposes a limited interaction. A sandbox exercises documented test behavior, while an account-based or assisted trial evaluates a particular product scope. Keep each output and its access conditions attached.

Can scores from different checkers be compared directly?

Only when their assessed entity, definitions and scales are comparable. Record the individual fields and missing results. A network reputation score, identification confidence and account-risk verdict are different measures.

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