
Web Crawler for Compliance Auditing
Project Summary
This is a custom-built web crawling and auditing tool designed to identify websites from Germany that directly load Google Fonts from external servers instead of hosting them locally — a practice that may violate regional GDPR and privacy compliance regulations. The system systematically crawls and audits websites, extracting this specific data and compiles the findings into a structured CSV report for review and enforcement.
Challenges
The client needed an automated, reliable, and scalable solution to:
- Scan a high volume of websites within a specified geographic region (Germany)
- Identify external Google Font calls dynamically loaded via various mechanisms
- Avoid IP blocks, bot detection mechanisms, and rate limiting during large crawl sessions
- Manage asynchronous, parallel crawling tasks efficiently
- Generate a structured, exportable CSV report for regulatory audits and follow-ups
Our Solution
Leveraging our expertise in web scraping, automation frameworks, and asynchronous task management, we designed a robust, high-performance solution tailored to this compliance use case.
Technology Stack
- Backend: Python, Django
- Web Crawling & Parsing: Selenium, BeautifulSoup, Requests
- Task Management: Django Celery, Redis
- Data Export: CSV writer utilities
Business Impact
● Enabled fast and reliable audits of websites within Germany for external Google Font dependencies
● Reduced manual auditing effort by over 90% through automation
● Ensured alignment with GDPR compliance guidelines, helping clients identify and
rectify privacy risks
● Delivered an easily consumable CSV report for regulatory and legal teams
Key Functional Features Developed:
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Automated Web Crawler:Custom-built using Selenium, BeautifulSoup, and Requests libraries to scan website source codes and detect external Google Font calls.
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Task Scheduling & Management:Integrated Django Celery and Redis for efficient, asynchronous background task handling and distributed crawling operations.
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GDPR-Compliant Crawling Strategy:Implemented crawl delay, user-agent rotation, and IP management techniques to maintain ethical scraping standards and avoid detection.
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Dynamic Data Parsing & Filtering:Extracted specific font loading URLs and verified external dependencies against the criteria.
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CSV Report Generation:Automated compilation of identified websites and their Google Font usage status into a structured CSV file for easy reporting.
Deliverables
- Fully functional web crawling and compliance auditing tool
- Asynchronous crawling and task management system
- Dynamic web content parsing and extraction logic
- GDPR-aware crawling mechanisms
- Automated CSV report generation module
Our Domain Expertise
With proven capabilities in web crawling, asynchronous task orchestration, and compliance technology solutions, our team delivered a practical, scalable, and effective tool for web compliance auditing. This project reinforces our ability to build customized data extraction and auditing platforms for sensitive, regulation-driven industries.
