Separated legitimate crawler traffic from malicious bots targeting the online storefront

Bot Detection at an E-Commerce Store

E-Commerce Retail · North America

Reduced fraudulent activity and checkout abuse through layered bot management controls.Protected site performance during peak traffic periods by blocking disruptive automated traffic.

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Aug 25, 20241 min read

At a glance

Executive Summary

Project Details

Industry

E-Commerce Retail

Region

North America

Services Provided

Bot Traffic Analysis
WAF Configuration
IP Filtering
Behavioral Monitoring
Fraud Prevention

Key Takeaways

Reduced fraudulent activity and checkout abuse through layered bot management controls.
Protected site performance during peak traffic periods by blocking disruptive automated traffic.

Overview

An e-commerce retailer was disrupted by malicious bots that threatened customer data, enabled fraudulent transactions, and degraded website performance during high-traffic periods. Blue Orca implemented a bot management strategy to identify, classify, and block harmful automated traffic while preserving legitimate search and partner bots.

Key outcomes

Documented outcome areas

Core challenges addressed

Deep dive

Case Narrative

Challenges

Malicious bots targeted checkout flows and customer account areas.
Fraudulent transactions increased operational cost and customer support burden.
Automated traffic spikes affected site performance during peak sales events.
The retailer needed to distinguish legitimate bots from harmful automation.

Our Approach

Bot Traffic AnalysisConducted a comprehensive review of traffic patterns to categorize legitimate crawlers versus malicious automation.
IP Filtering and Reputation ControlsApplied targeted filtering rules to block known bad sources while minimizing impact on real customers.
Behavioral AnalysisMonitored session behavior to detect scripted activity, credential abuse, and suspicious checkout patterns.
Ongoing TuningEstablished monitoring and response practices so bot rules could evolve with new attack patterns.

Results

Reduced malicious bot activity across high-risk storefront paths.
Improved stability and response times during peak traffic periods.
Lowered fraudulent transaction volume through proactive bot controls.
Gave the security team clearer visibility into automated traffic trends.

Why Blue Orca Solutions?

Blue Orca combines practical security operations with business-aware tuning. We help e-commerce teams stop abusive automation without breaking the customer experience.

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