Blog
Insights on threat intelligence, bot protection, and keeping your platform secure.
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
Coupon Abuse and Promo Fraud: The Growing Threat to E-Commerce
Promotional campaigns are meant to drive growth - but fraudsters exploit them at scale using bots, multi-accounting, and disposable emails. Here's what coupon abuse looks like and how to fight it.
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
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
Device Fingerprinting: How It Works, Where It Fails, and Privacy Concerns
Device fingerprinting identifies users across sessions without cookies - but it has real blind spots and raises serious privacy questions. A technical breakdown for security teams.
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
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
Headless Browser Detection: How to Spot Automation Behind a Real Browser
Puppeteer, Playwright, and Selenium power everything from legitimate testing to large-scale scraping and credential stuffing. Here's how headless browser detection works - and why it keeps getting harder.
Read article
The Hidden Cost of Bot Traffic to Your Business
Bad bots don't just slow your servers - they skew analytics, inflate costs, drain ad budgets, and erode customer trust. Here's the real financial impact most businesses miss.
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 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
How to Protect Your API from Automated Abuse
APIs are the backbone of modern applications - and prime targets for bots. From credential stuffing to data scraping, here's how to secure your API endpoints against automated abuse.
Read articleWant to see what's in the database?
Download once, query as many times as you need. €99/year for all 22 databases, unlimited servers, and a full year of monthly updates. No usage limits, no per-query fees, no data leaving your servers.