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TRY THE CONTROL

Account takeover demos and evaluation routes

Try the actual control: a device-risk demo, credential-stuffing example, identity tenant or scoped account-defense walkthrough. Access routes differ from production entitlements.

By Alexei Sorokin · Updated October 23, 2026 · Sources checked October 23, 2026

PUBLIC TESTS AND EVALUATION RESOURCES

Keep identity recovery in the test.

Use test accounts to compare a legitimate returning device, an unfamiliar permitted device and recovery or step-up outcomes. Associate the result with the actual login event and inspect backend verification.

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 · Alexei Sorokin

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.
Open resource ↗Read the ShieldLabs review →

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.
Open resource ↗Read the Fingerprint review →

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.
Open resource ↗Scope and scoring method →

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.
Open resource ↗Scope and scoring method →

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.

Public signal demo and free account

ShieldLabs

The public demo shows device/network and risk context. Start Free to evaluate your own permitted traffic; a demo result is not a measurement of your application’s takeover rate.

Access: 5,000 free identifications

Open evaluation route

Evaluation checklist and review ↗

Free application tenant or workforce trial

Okta / Auth0

Auth0 offers Start building for free. Okta lists a workforce trial on its pricing page. Use a test tenant; a passkey playground demonstrates authentication rather than takeover detection on your traffic.

Access: Auth0 Free: up to 25,000 monthly active users; Okta trial

Open evaluation route

Evaluation checklist and review ↗

Microsoft trial and tenant evaluation

Microsoft Entra ID Protection

Microsoft lists Try for free routes. Evaluate the actual P2 policies and protected user scope; an Entra Free tenant is not equivalent to full ID Protection.

Access: Trial route; full risk policies require P2 or qualifying entitlement

Open evaluation route

Evaluation checklist and review ↗

Free API budget and self-serve account

Castle

The Free plan includes 5 US dollars of monthly API usage. At the displayed rate it funds 1,000 Risk/Filter requests if no other billable operations consume the budget.

Access: 5 US dollars monthly API budget; up to 1,000 Risk/Filter calls if used only for those calls

Open evaluation route

Evaluation checklist and review ↗

Gated Account Defense demo

Sift

Sift provides an Account Defense demonstration with a submission form. Confirm whether the proposed evaluation includes an instrumented pilot and which account events are covered.

Access: Gated demo; contact for evaluation terms

Open evaluation route

Evaluation checklist and review ↗

Sales-assisted Account Protect demo

DataDome

Use the product’s Get a demo route. Confirm a pilot includes Account Protect activation and its dedicated API key, not just a bot-protection demonstration.

Access: Sales-assisted Account Protect evaluation

Open evaluation route

Evaluation checklist and review ↗

Sales-assisted demonstration

Arkose Labs

The official route requests a demonstration. Confirm the current product, challenge configuration, pilot entitlement and any mobile or API coverage before rollout.

Access: Request a scoped demonstration

Open evaluation route

Evaluation checklist and review ↗

Guided product demonstration

HUMAN Security

Request the relevant Account Defender demonstration. The setup documentation describes personal solutions-engineer assistance, sensor/Enforcer integration and tuning before active mitigation.

Access: Solutions-engineer-assisted evaluation

Open evaluation route

Evaluation checklist and review ↗

Sales-assisted exposure demonstration

SpyCloud

Use the official demo route and confirm whether consumer or workforce identity is in scope. Do not treat a public exposure lookup as a free production ATO API.

Access: Request a product demo; evaluate exposure scope

Open evaluation route

Evaluation checklist and review ↗

Public credential-stuffing demo

Fingerprint

The interactive demo challenges unfamiliar devices even when the demo credentials are correct. It links to implementation material; Start Free provides a separate route to evaluate your own application.

Access: Free: up to 1,000 API calls monthly, plus 14-day Pro Plus trial

Open evaluation route

Evaluation checklist and review ↗

FAQ

Does a low-risk browser result prove that an account owner is signing in?

No. Device and network observations complement authentication and account history. Evaluate the supported account-takeover workflow, session handling and recovery experience in a test tenant.

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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