Web Scraping & Data Extraction
Structured data from any website, at any scale
We build reliable web scraping and data extraction pipelines that turn unstructured web content into clean, structured data. From competitor price monitoring and lead generation to market research and content aggregation, we extract the data you need — reliably, at scale, and in the format you want.
Our Process
Scoping & Feasibility
We analyse your target websites, assess anti-bot measures, and define the data fields, output format, and update frequency — confirming feasibility and estimating delivery timelines.
Scraper Development
We build robust scrapers using Playwright, Scrapy, or custom Python solutions — handling JavaScript rendering, pagination, login flows, and dynamic content extraction.
Anti-Detection & Reliability
Proxy rotation, user-agent randomisation, request throttling, and CAPTCHA handling strategies — ensuring your scraper runs reliably without getting blocked.
Data Cleaning & Structuring
Raw scraped data is noisy. We parse, normalise, deduplicate, and validate extracted data — delivering clean, consistent output ready for analysis or import.
Scheduling & Delivery
Automated scheduling to run scrapes at your required frequency, with data delivered to your preferred destination — S3, database, Google Sheets, webhook, or REST API.
Why Choose Us for Web Scraping & Data Extraction
Any Website, Any Scale
Simple static pages or JavaScript-heavy SPAs with authentication — we have the tooling and experience to extract data from virtually any web source reliably.
Clean, Structured Output
Data delivered in JSON, CSV, Excel, or directly into your database — cleaned, normalised, and ready to use without manual processing.
Automated & Scheduled
Set-and-forget pipelines that run hourly, daily, or weekly — keeping your data fresh without manual intervention or monitoring.
Competitor & Market Intelligence
Track competitor pricing, product listings, reviews, and content changes in real time — giving your business timely intelligence to act on.
Resilient to Website Changes
Websites change. We build scrapers with monitoring and alerting so when a site updates its structure, we detect and fix it quickly — minimising data gaps.
Ethical & Compliant
We scrape responsibly — respecting robots.txt guidelines, rate limits, and legal boundaries. We advise on data usage compliance so your project stays on the right side of the law.
Ready to get started?
Tell us about your project and we'll get back to you within 24 hours with a free consultation.
Start a Conversation