Home › Cloud › Advanced Bot Development
Cloud · Serverless · Automation

Advanced Bot Development to Simulate
Human Web Traffic at Scale

How we built a serverless bot on AWS Lambda and Google Cloud Functions that simulated human traffic across approximately five million websites, undetected.

ClientConfidential (NDA)
IndustryAutomation & Analytics
Core stackAWS Lambda, Google Cloud Functions, ProxyMesh, Smartproxy
EngagementCloud-based automation platform
The challenge
⚠️ Scalability: The solution needed to handle seamless traffic across roughly five million websites.
⚠️ Geographical simulation: The bot had to generate requests from various geographical parts of India.
⚠️ Avoiding detection: The bot needed to emulate human behavior closely enough to bypass website security measures.
⚠️ Google Analytics integration: The bot had to ensure reliable tracking landed correctly in Google Analytics.
Our solution
→ Cloud-based distributed architecture: Built on AWS Lambda and Google Cloud Functions for scalable, serverless execution.
→ Geographical simulation: Used ProxyMesh and Smartproxy proxies to generate requests from varied geographical locations.
→ Proxy rotation & CAPTCHA handling: Rotated proxies and managed CAPTCHAs to avoid detection.
→ Human-behavior mimicry: Introduced delayed, randomized actions to mimic real human behavior.
→ Parallel request execution: Ran requests simultaneously for efficiency at scale.
Results achieved
~5M
Websites simulated without compromising performance
Pan-India
Geographical simulation across varied locations
Undetected
Kept detection at bay against aggressive detection engines

*Due to the terms of our Non-Disclosure Agreement (NDA), the client's identity and website URL remain confidential.

Need automation that scales globally?

Our cloud engineers can help design serverless automation architecture for demanding, large-scale workloads.

Book Free Consultation → More Cloud case studies
Technologies used
AWS Lambda Google Cloud Functions ProxyMesh Smartproxy
Key metrics
Scale~5M
Geographic coveragePan-India
Detection avoidanceUndetected
Talk to us

Have a similar challenge? Our engineers respond within 24 hours.

Contact our team →
Get in touch

Let's talk about your platform.

Whether it's a new Spring Boot build, a legacy modernisation, or something in between - tell us what you're working on and we'll respond within 24 hours.

✉️
📍
Location
Jaipur, India · Global delivery
We reply within 24 hours.
✓ Thanks - we've received your message and will be in touch shortly.