STCLab Blog

Introducing Our Traffic and Resource Optimization Solutions

See All Product Business Insight Customer Cases Team Story Feature & Tips NetFUNNEL Wave Autoscale BotManager

E-commerce Traffic Surge: Identifying Real Demand vs Bot Traffic

E-commerce Traffic Surge: Identifying Real Demand vs Bot Traffic

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.

What Are Social Bots and How Do They Manipulate Public Opinion?

What Are Social Bots and How Do They Manipulate Public Opinion?

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

Why Behavioral Bot Detection Is Becoming Essential in 2026

Why Behavioral Bot Detection Is Becoming Essential in 2026

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.

BotManagerBusiness Insight

Ransomware Detection : Why Bad Bot Mitigation Is Essential for Defense

Ransomware Detection : Why Bad Bot Mitigation Is Essential for Defense

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.

BotManagerBusiness Insight

What is Seat Spinning? The AI-Driven Bot Attack Sabotaging Airline Revenue

What is Seat Spinning? The AI-Driven Bot Attack Sabotaging Airline Revenue

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.

BotManagerCustomer Cases

E-commerce Traffic Surge: Identifying Real Demand vs Bot Traffic

E-commerce Traffic Surge: Identifying Real Demand vs Bot Traffic

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.

What Are Social Bots and How Do They Manipulate Public Opinion?

What Are Social Bots and How Do They Manipulate Public Opinion?

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

Why Behavioral Bot Detection Is Becoming Essential in 2026

Why Behavioral Bot Detection Is Becoming Essential in 2026

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.

BotManagerBusiness Insight

Ransomware Detection : Why Bad Bot Mitigation Is Essential for Defense

Ransomware Detection : Why Bad Bot Mitigation Is Essential for Defense

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.

BotManagerBusiness Insight

What is Seat Spinning? The AI-Driven Bot Attack Sabotaging Airline Revenue

What is Seat Spinning? The AI-Driven Bot Attack Sabotaging Airline Revenue

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.

BotManagerCustomer Cases

Ticket Bots Are Taking Over Railway Reservations. Learn how Korea Is Solving It.

Ticket Bots Are Taking Over Railway Reservations. Learn how Korea Is Solving 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.

ProductNetFUNNELBotManager

STCLab Inc.

RSS·Powered by Inblog