STCLab Blog

Should AI search crawlers, training crawlers, and agents all be managed the same way? Learn why access policies should differ by content, function, and bot purpose.

Protect your data from unauthorized scraping. See how BotManager uses behavior-based scoring to detect advanced scraping bots and automated traffic.

Passkeys strengthen authentication, but bots can still act after login. Learn why bot detection remains essential for secure digital services.

Learn how BotManager detects, analyzes, and manages automated bot traffic to help protect digital services from malicious and unwanted bots.

Bot defense cannot be one-size-fits-all. Explore industry-specific bot threats, common attack patterns, and how to build effective mitigation strategies.

Traffic is rising but revenue is flat? Learn how bots and AI agents distort marketing data, waste ad spend, and how BotManager helps filter unwanted traffic.

Explore five strategies to prevent server outages during traffic surges, from autoscaling and CDN caching to bot management and virtual waiting rooms.

Bots now account for 53% of web traffic. Explore the 2026 Thales Bad Bot Report and how BotManager protects APIs and critical infrastructure.

Learn what credential stuffing is, how it leads to account takeover, and how behavioral login analysis can detect and block automated attacks.

Even authenticated API requests can become attacks through repeated call sequences. Learn how to detect business logic abuse in the age of AI agents.

See how FELISSIMO handled 320,000 users at launch with NetFUNNEL and found that 79.69% of access requests were bot and macro traffic using BotManager.

Why does data matter in AI-powered bot detection? Learn how data selection, behavior analysis, and service-specific criteria distinguish users from bots.

Learn how to manage AI crawlers by type and purpose, balancing search visibility, resource usage, and security with the right Allow, Detect, or Block policies.

Stop bots that bypass firewalls and CAPTCHAs. Discover AI detection strategies and STCLab's 'BotManager' to accurately identify and block malicious traffic.

Discover how enterprises can build a robust defense system against malicious bots. Learn the core technical strategies to detect and block automated attacks.

In the zero-click era, manage AI access to websites and APIs by allowing trusted agents while restricting, verifying, or blocking risky automation.

System downtime is more than a service outage. Learn how it causes revenue loss, customer churn, security costs, fines, and brand damage.

Scalping bots reduce genuine fans’ chances of securing tickets by occupying queues, preempting seats, and bypassing purchase limits. This article explains why virtual waiting rooms and bot management should be designed together.

As AI-powered bots and agent traffic surge in 2026, this article outlines the key criteria businesses should consider when choosing a bot detection and mitigation solution, along with the leading solutions in the market.

Based on the 2026 Thales Bad Bot Report, this article analyzes how bot traffic—now accounting for 53% of internet traffic—and the rise of AI bots are impacting e-commerce. It covers retail bot attacks, macros, inventory hoarding, API abuse, and traffic control strategies.

We break down how ticket bots operate—including their three-stage execution model, global regulatory trends (UK & US), limitations of traditional security, and the need for behavior-based detection—backed by data and real-world evidence.

Introducing new features of STCLab BotManager. Strengthen your business protection with a more advanced defense against increasingly sophisticated malicious bots and macro threats—featuring AI Scoring, AI Assistant, and dynamic URL obfuscation.

If your site traffic suddenly spikes, it may not be growth—it could be bots. From abnormal patterns like repeated requests to the same products and consistent 24/7 traffic, to the real impact on revenue and ad performance, this covers what you need to know. We also explore why Marketing tools such as GA4 filtering isn’t enough—and what a more fundamental, detection-based approach looks like.

Social bots can fake engagement and distort public opinion. Explore why behavior-based detection is critical to identify automated traffic and protect trust.

Behavioral bot detection is becoming essential in 2026 as AI powered automation helps attackers bypass IP filtering, CAPTCHA, and rate limits using residential IPs and browser like behavior. This post explains the key bot traffic trends, why network only defenses fall short, what behavioral detection measures at the application layer, and how it helps stop workflow attacks like credential stuffing, scraping, and ticket scalping while protecting real users.

Ransomware defense now requires preventive control, not only file detection. Learn how AI driven attacks and automated Bad Bots create early entry risks and why blocking these intrusion attempts is essential for modern cybersecurity.

Seat spinning is automated seat holding that distorts airline availability and pricing. Learn why it happens, how it impacts customers, and how behavior based bot mitigation can prevent it.

Railway ticketing systems worldwide face rising bot traffic and fairness challenges. In Korea, analysis shows that up to 50% of ticketing traffic comes from malicious bots. This article explains these issues and how STCLab’s NetFUNNEL and BotManager help ensure stable and fair reservations.