What Data Extraction Does
Data Extraction takes unstructured or semi-structured data from websites, documents, and APIs and converts it into clean, usable formats — CSV, structured JSON, or formatted output ready for import into other tools. Instead of manually copying data or writing one-off scraping scripts, Workbench handles the extraction with proper error handling and output formatting.
The data you need is almost always somewhere. Data Extraction gets it out and into a format you can actually work with.
Who It Is For
Data Extraction is for businesses and teams who regularly need to pull data from web sources, transform document content into structured formats, or aggregate information from multiple sources into a single data set. It is used by operations teams migrating data between systems, marketing teams compiling competitor intelligence, and analysts who need structured data from unstructured sources.
How It Works
You define the source (website URL, document, or API endpoint) and the data points you want to extract. Workbench analyses the source structure and maps your requirements to the available data.
For web sources, Workbench navigates and parses page content to extract the specified data points. It handles pagination, dynamic content, and multi-page data sets automatically. Rate limiting and polite crawling ensure the target site is not impacted.
For documents, Workbench parses content and extracts structured data from formats like PDF, HTML, and plain text. AI-assisted extraction handles cases where data is not in a consistent format — tables embedded in prose, varying heading structures, or mixed content types.
Extraction rules can be saved and reused for recurring tasks. If you extract the same data from a source monthly, the saved configuration runs the extraction with a single click.
Data transformation is built in. Extracted data can be cleaned, normalised, deduplicated, and reformatted before export. This eliminates the separate cleanup step that usually follows raw extraction.
Results are exported in standard formats: CSV for spreadsheets, JSON for developer tools, or formatted output for direct import. Large extractions produce results incrementally so you can review early output before the full job completes.
What Is Included
- Web extraction — pull structured data from websites with pagination handling
- Document parsing — extract data from PDFs, HTML, and text documents
- AI-assisted extraction — handle inconsistent formats intelligently
- Reusable configurations — save extraction rules for recurring tasks
- Built-in transformation — clean, normalise, and deduplicate during extraction
- Standard output formats — CSV, JSON, or formatted export
Pricing
Data Extraction is part of Beacon Workbench at £25 per month, or included in the All Products Pack at £50 per month (£500/year). AI-assisted extraction incurs additional pay-as-you-go charges. Retainer clients receive the All Products Pack at no additional cost.
How It Connects
Data Extraction uses the Heavy Operations engine for large-scale processing and complements Site Copy Analysis for content-focused extraction. For automated data collection from web sources, see Beacon Crawler.
Extract Your Data
Learn more about Beacon Workbench or get in touch to get started.
