Web Data
Extraction
Enterprise-grade data collection from public web sources — intelligent crawlers, compliant extraction, and automated data pipelines.
Compliant Data Collection
From Public Sources
We extract structured data from publicly accessible websites — respecting robots.txt, rate limits, and Terms of Service.
E-Commerce Product Data
Extract product titles, prices, descriptions, images, and availability from public product listings and catalogs.
Business Directory Collection
Collect publicly listed company information, contact details, and business categories from directories.
Content & News Monitoring
Aggregate articles, blog posts, and public forum content for specific topics or market intelligence.
Real Estate Listings
Collect property listings, market data, and location information from public real estate portals.
Job Board Aggregation
Extract public job postings, requirements, and company data from employment websites.
Public Market Data
Collect publicly available financial data, market trends, and economic indicators.
Resilient Data Extraction
Architecture
Enterprise-grade infrastructure designed for reliable, scalable data collection with full respect for website policies.
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Dynamic Content Handling
Headless browser automation with Playwright and Puppeteer for JavaScript-heavy applications.
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Distributed Infrastructure
Cloud-native architecture with intelligent request distribution and rate control.
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Legal & Ethical Compliance
Strict adherence to robots.txt, website Terms of Service, and data protection regulations including GDPR and CCPA.
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Automated Data Pipelines
Scheduled extraction, data cleaning, validation, and delivery to your database or API endpoints.
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Data Quality Assurance
Schema validation, deduplication, outlier detection, and enrichment for every record.
Enterprise Data Collection
Technology Stack
Extraction Frameworks
Browser Automation
Data Processing
Storage & Infrastructure
From Requirements to
Production Pipeline
A structured process that delivers reliable, compliant data extraction solutions.
Requirements & Legal Review
Define data requirements, target sources, extraction frequency, and conduct legal compliance review.
Source Analysis & Architecture
Analyze website structure, data schemas, update patterns, and design extraction architecture.
Pipeline Development
Build extraction logic with proper selectors, error handling, retry mechanisms, and validation.
Quality & Compliance Testing
Validate data accuracy, test error handling, verify compliance with rate limits and robots.txt.
Infrastructure Deployment
Deploy on cloud infrastructure with automated scheduling, monitoring, alerting, and failover.
Monitoring & Maintenance
Continuous monitoring for source changes, data quality issues, and infrastructure health.
Enterprise Data Extraction
Done Right
Compliant, reliable, and professionally managed web data collection.
Legal Compliance First
Strict adherence to website ToS, robots.txt, and data protection laws — only collecting publicly accessible data responsibly.
Enterprise Infrastructure
Cloud-native, scalable architecture with distributed processing and intelligent request management.
Data Quality Guarantee
Every record validated, deduplicated, and cleaned — delivered in your preferred format.
Adaptive Monitoring
Automated detection of source changes with proactive notifications and rapid selector updates.
Secure Data Handling
End-to-end encryption, secure storage, and compliance with SOC 2 and ISO 27001 standards.
Transparent Operations
Clear documentation, regular status reports, and full visibility into extraction processes.
Data Extraction for Every Domain
E-Commerce
Price monitoring, market intelligence, product research
Real Estate
Property listings, market analysis, pricing trends
Recruitment
Job aggregation, market benchmarking, talent intelligence
Media & Publishing
Content aggregation, trend tracking, news feeds
Finance & Trading
Market data, public filings, economic indicators
Travel & Hospitality
Availability tracking, rate monitoring, inventory data
Market Research
Competitor intelligence, consumer insights, trends
Academic Research
Dataset collection, citation mining, research data
Transform Public Data
Into Business Intelligence.
Share your data requirements and target sources. We'll respond with a compliance assessment, architecture proposal, and project timeline.