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How we build and deliver
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Web scraping and data extraction services
Collect and organize the web data you need for research, pricing or market intelligence. We build extraction pipelines with validation, scheduled updates and delivery in the format your team uses.
Our expertise
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Custom web scraping services
Build extraction workflows for the sources and fields your team needs, with validation and delivery in a usable format. -
Large-scale data extraction
Collect data at the agreed scale, with scheduling, deduplication and checks for incomplete or changed records. -
Social media data mining
Collect available social data through suitable APIs or permitted access methods for research and trend analysis. -
Enterprise data pipelines
Connect external data collection to your databases, dashboards and operational tools.
Our tools
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PlaywrightAutomate browser interactions for JavaScript-driven pages. -
Scrapy
Build scheduled crawlers and structured data extraction pipelines. -
Selenium
Automate browser workflows where the project requires them. -
BeautifulSoup
Parse HTML and extract the fields required for your dataset.
Frequently asked questions
Data access requirements depend on the source, intended use and applicable rules. We agree on collection scope and access permissions before implementation, and involve your legal team when a source or use needs review.
While often used interchangeably, web crawling involves indexing entire websites for search discovery, whereas web scraping is the surgical extraction of specific data points from those pages. Crawling maps the web (like a search engine), while scraping harvests high-value data (like prices or product details) into structured formats for analysis.
- We assess available APIs, exports and authorized browser access first. Source restrictions can limit feasibility, so we agree on supported sources, collection rates and alternatives before building.
Yes, we provide specialized social media data mining services that navigate the complex architectures of major platforms. We focus on delivering insights into market trends and sentiment while ensuring the extraction process remains compliant with platform-specific data access policies.
- We validate required fields, remove duplicates and monitor source changes. Delivery frequency and quality checks are agreed for each dataset, with exceptions flagged for review.
Which data do you need?
Share the sources, fields and update frequency you have in mind. We’ll discuss feasibility, delivery format and the first dataset.