User protection, with context.Editorial research · October 2026
The product shelf

Different tools.
Different jobs.

Collection, outputs, access terms and the practical pilot questions that matter before an integration.

Six product reviews

Read each review for the collection method, the output your server receives and the plan conditions that affect a pilot. The platform reviews cover device and account context; the IP specialists cover connection enrichment. Start with the evidence your application is missing, then check the integration responsibilities and the customer action you will attach to the result. The alternatives page connects those requirements to a shortlist by use case.

ShieldLabs logoEditor’s Choice
Device, network and account risk

ShieldLabs

A combined view of visitors, users, devices and IPs, with ready-made account abuse detections and traffic quality analytics.

Consider for Teams that want identity, masking signals and account-level risk in one product.

Read the review
Fingerprint logo
Device identity and Smart Signals

Fingerprint

A device identification platform with a broad Smart Signals catalog for browser and native mobile environments.

Consider for Engineering teams building a device-centered workflow across web and mobile.

Read the review
SEON logo
Fraud enrichment and configurable workflows

SEON

A configurable fraud platform combining device, network and additional identity-related data in a broader investigation workflow.

Consider for Risk teams that need to combine multiple data sources and maintain their own rules.

Read the review
IPQualityScore logo
IP reputation and proxy classification

IPQualityScore

A direct way to add IP-level fraud information to an existing account workflow, with separate products for device and other identity data.

Consider for Teams adding a focused IP reputation check to an application they already operate.

Read the review
IPinfo logo
IP context and privacy intelligence

IPinfo

Network enrichment for teams that need IP, ASN, location and privacy-service context alongside data they already collect.

Consider for Applications with their own device and account logic that need structured network information.

Read the review
proxycheck.io logo
Focused VPN and proxy API

proxycheck.io

A focused connection-classification service with a documented v3 response and daily-query subscription plans.

Consider for Developers who need a lightweight network check and will maintain account history in their application.

Read the review