Detecting Bots in 2026: IP Intelligence + Email Validation in One API Call
The Bot Problem Nobody Talks About If you're running a web app in 2026, roughly 40% of your traffic isn't human. Scrapers, credential stuffers, fake signups — they eat your bandwidth, pollute your ...

Source: DEV Community
The Bot Problem Nobody Talks About If you're running a web app in 2026, roughly 40% of your traffic isn't human. Scrapers, credential stuffers, fake signups — they eat your bandwidth, pollute your analytics, and sometimes steal your data. Most developers slap on a CAPTCHA and call it a day. But CAPTCHAs are a UX nightmare, and sophisticated bots solve them anyway. There's a better approach: checking the reputation of incoming requests before they even reach your app. The Two Signals That Matter Most After building fraud detection systems for years, I've found that two data points catch 90%+ of malicious traffic: 1. IP Intelligence Every request comes from an IP address, and that IP tells a story: Is it a known proxy/VPN/Tor exit node? Legitimate users sometimes use VPNs, but bots almost always do. Is it from a datacenter or residential ISP? Most real users browse from home or mobile — datacenter IPs are a red flag. Has this IP been reported for abuse? Threat intelligence feeds track IP