Stopping Bot Farms: Spotting Coordinated Signups
Learn the signals that connect fake accounts into clusters, and stop signup attacks fast with device and infrastructure intel.
Category
Bot Detection
Browse educational resources about automated traffic, bot attacks, scraping activity, and abuse prevention. Learn how businesses distinguish legitimate users from malicious automation, reduce unwanted traffic, and protect websites, applications, and customer accounts using bot detection tools. Related tools and resources include Bot Detection, Domain Reputation, Proxy & VPN Detection, Email Verification, Device Fingerprinting, which can help businesses monitor traffic quality, identify abuse patterns, validate user data, and strengthen security workflows.
How to Detect AI Dating App Accounts Early
Use layered risk signals to catch synthetic profiles early, limit high-risk actions, and stop scam links before they reach real users.
AIRASHI Botnet Risks for DDoS and Residential Proxies
How a record-setting IoT botnet quietly powers a massive residential proxy network and what IPQS telemetry reveals about its fraud impact.
Modern Bot Attacks: Types, Evasion Tactics & Defenses
Modern bot attacks mimic real users and slip past old defenses. See the most common bot attacks, how they evade detection, and how to stop them without adding friction.
DELETE ME Modern Bot Attacks: What You Need to Know to Safeguard Your Business
Explore the rise of bot attacks and effective strategies for detection and prevention
How To Detect Sneaker Bots With Bot Detection?
Prevent sneaker bots and abusive bot traffic from crawling your website. Detect bots that scrape content or engage in abuse like shopping cart attacks.
Detect Botnets: Best Practices for Botnet Detection
Botnet detection techniques to mitigate bots on your website. Bad bots can cause DDoS attacks, brute forcing, account takeover, credential stuffing, scraping, chargebacks, and similar abusive behavior.
reCAPTCHA Alternative: Stop Bots & Protect Forms Without CAPTCHAs
A reCAPTCHA alternative can stop bots and protect forms with less friction and better accuracy. Learn how invisible, risk-based bot detection beats traditional CAPTCHAs.
Guide to Managing Invalid Traffic & IVT Advertising Fraud
Learn tactics, tools, and KPIs to safeguard ad spend with our practical guide to finding, flagging, and reducing invalid traffic.
9 Best Ways to Stop Bots From Submitting Forms
See how to block form spam and fake users and learn the nine proven methods to stop bots from submitting forms.
8 Methods to Prevent Market Research & Survey Fraud
Fake survey responses can wreck your data. Learn 8 proven methods to prevent market research and survey panel fraud, from attention checks to IP, device, and email validation.
What is PPC Bot Traffic? How Bot Traffic Hurts PPC Campaigns
PPC bot traffic can account for over 35% of daily clicks while causing serious click fraud that wastes ad budgets, reduces reach to real human customers, and provides competitors with an edge as they limit a...
How to Detect Device Spoofing, Browser Spoofing & Emulators
Learn how to detect device and browser spoofing and mobile emulators that drive ad fraud, fake installs, and fake accounts, using device fingerprinting and behavioral analysis.
How to Detect Bots & Block Bot Traffic on Your Website
Learn how to detect bots and block bad bot traffic on your website and app: the warning signs of bot traffic, the detection methods that work, and how to stop bots in real time.
What Are Bots and Botnets? A Guide to Understanding Bots.
Bots and botnets explained: what they are, how botnets are built and controlled, what they are used for, and how to detect and defend against malicious bot traffic.
The 5 Best Methods for Preventing Click Fraud
Facing click fraud? Prevent click fraud completely with these 5 quick methods for dealing with invalid and fake clicks.
What is Pay-Per-Click (PPC) Fraud?
Learn how fraud impacts Pay-Per-Click (PPC) advertising campaigns and can quickly deplete PPC advertising budgets.
What Is Mobile App Cost Per Install (CPI) Fraud?
Spot CPI fraud fast. Learn telltale signs and tools to protect mobile ad spend.
Preventing Mobile CPI Fraud and Fake App Installs
Mobile fraud is on the rise, eating up ad budgets with fake installs from bots and proxies. IPQS makes it easy to prevent mobile CPI fraud and ensure your marketing budgets are generating quality users for your apps!
How Click Fraud is Hurting The Affiliate Industry
Click fraud and affiliate fraud are devastating the affiliate marketing industry - here's how you can stop it!