Blog
Insights on threat intelligence, bot protection, and keeping your platform secure.
Datacenter IPs vs Residential IPs: What They Tell You About Your Traffic
Not all IP addresses are equal. Understanding the difference between datacenter and residential IPs is fundamental to detecting bots, proxies, and automated abuse on your platform.
Read article
Building a Fraud Prevention Stack: Essential Layers Every Business Needs
No single tool stops fraud. Effective prevention requires layered defenses - from IP intelligence to behavioral analysis. Here's how to build a fraud prevention stack that actually works.
Read article
How Fraudsters Use Proxies to Bypass KYC Checks
KYC is supposed to verify who your users really are. But residential proxies, identity spoofing, and synthetic documents are turning compliance checkpoints into obstacles that sophisticated fraudsters route around with ease.
Read article
Multi-Accounting: How Fraudsters Exploit Your Platform and How to Stop Them
From promo abuse to marketplace manipulation, multi-accounting is one of the most common and costly forms of platform fraud. Learn how fraudsters use multi-accounting proxies and what effective detection looks like in practice.
Read article
Anonymous Proxy vs VPN vs Tor: Understanding the Differences for Security Teams
Anonymous proxy vs VPN vs Tor: all three mask user identity but work differently, serve different purposes, and require different detection strategies. A practical breakdown for security teams.
Read article
What Is IP Reputation and Why It Matters for Fraud Prevention
IP reputation scoring is one of the most effective signals for identifying bots, proxies, and fraudulent traffic. Here's how it works, what makes a good IP reputation database, and why it belongs in every security stack.
Read article
Credential Stuffing: Anatomy of an Attack and How to Stop It
Billions of stolen credentials are circulating online. Here's how credential stuffing attacks actually work, why traditional defenses fail, and what layered detection looks like in practice.
Read article
How VPN Detection Actually Works
IP database matching, behavioral analysis, DNS leaks, WebRTC - a technical overview of the methods used to identify VPN traffic and why no single approach is enough.
Read article
Every SaaS Eventually Builds Email Validation. Here's Why.
Profane signups, disposable emails, alias abuse - every SaaS founder hits these problems eventually. A look at why DIY email validation doesn't scale.
Read article
Residential Proxies: Why They're the Hardest Threat to Detect
Traditional blocklists and datacenter detection miss them entirely. Here's what residential proxies are, how they work, and why they're the biggest blind spot in bot protection.
Read article
GDPR-Compliant Bot Protection: What You Need to Know
How to protect your platform against bots without violating GDPR. Data minimization, local processing, and why your bot protection vendor matters more than you think.
Read article
How Disposable Email Services Work (And How to Block Them)
Tempmail, Guerrilla Mail, 10MinuteMail - how throwaway email services operate, why they exist, and practical strategies for keeping them out of your signup flow.
Read articlePut the full dataset in your stack
€99/year gets you all 22 data categories, unlimited local queries, and one year of updates. Load the files once, keep your decision logic in-house, and update on your own deployment schedule.