A web scraping service you can actually trust.
We build reliable, ethical web scraping and data extraction pipelines that pull public data at scale — price monitoring, market and lead data, content aggregation — and keep it clean, fresh and ready to use. We only collect public data, we respect each site's rules, and we decline anything that crosses the line.
The data you need is already out there.
Some of the most valuable data for your business is sitting in plain sight — on competitor sites, retailer listings, public directories, marketplaces and news pages. The problem is not that it is hidden. The problem is that it lives in thousands of separate places, changes every day, and would take a person weeks to gather by hand. Web scraping turns that scattered, public information into a clean feed you can act on.
But here is the catch. A quick script thrown together in an afternoon breaks the first time a site changes its layout, gets blocked within a day, or quietly returns half-empty data that leads you to bad decisions. Worse, scraping done carelessly can cross legal and ethical lines that put your business at real risk. The value is not in grabbing pages — it is in a pipeline that keeps working, stays on the right side of the rules, and gives you data you can trust.
That is what we build. Scorpyns is a remote-first product and software studio, and we run our own data-driven platforms as well as building for clients. So we treat a scraping pipeline the way we treat our own products: it has to be reliable, ethical, and still working well a year from now — not just on the day we hand it over.
Data extraction, done properly.
Price monitoring
Track prices, stock and offers across competitor and retailer sites, on a schedule. See changes as they happen and price with confidence instead of guesswork.
Market & product data
Gather catalogues, specs, reviews and listings from public sources so you can size a market, benchmark rivals or fill gaps in your own product data.
Lead & contact data
Build lists from public business directories and listings for sales and research — collected in a privacy-aware way that respects each source's rules.
Content aggregation
Pull news, articles, jobs, events or listings from many public sources into one clean feed — the backbone of an aggregator, dashboard or research tool.
Scheduled pipelines
Not a one-off dump but a living feed. We set your collection to run hourly, daily or weekly, with monitoring so the data keeps arriving without you chasing it.
Data cleaning & delivery
Raw pages are messy. We de-duplicate, normalise and structure the data, then deliver it as files, a database or an API your own tools can use.
The things that matter are never extra.
Some vendors hand you a fragile script and vanish. With us, everything below comes with every web scraping project — as standard.
- Legal & ethical review first — we check terms and robots.txt before we build anything.
- Public data only — nothing behind a login or paywall unless you own and authorise it.
- Polite request rates — light footprint that never hammers the source.
- Handles JavaScript sites — headless browsers for pages that load content dynamically.
- Structured, clean output — de-duplicated and normalised, ready to use.
- Your choice of format — CSV, Excel, JSON, database or a simple API.
- Change monitoring — alerts when a source shifts so we can fix it fast.
- Error handling & retries — a pipeline that recovers instead of silently failing.
- Clear documentation — you know what runs, where, and how to read the data.
- Privacy-aware design — GDPR-conscious handling of any personal data.
- You own everything — the code, the pipeline and the data are yours.
- Support after launch — we stay on hand when a source changes or you need more.
A web scraping company that stays honest.
Plenty of people can write a scraper. Fewer will tell you when a job is a bad idea. We start every project by asking whether the data is public and whether the source allows it — and if the answer is no, we say so plainly and help you find a legal route instead.
We build our own data products too. Scorpyns runs its own platforms that depend on clean, reliable data. So when we recommend an approach, it comes from running pipelines in the real world — not from a sales script.
We speak plainly. No jargon, no black boxes. We explain what the pipeline does, what it collects, how often, and where the risks are, so you always understand the system you own.
We're remote-first, worldwide. We work with startups and established companies across time zones, fully online — clear written scope, regular updates, and a senior engineer you can actually reach. Where you are based is never the problem.
From first call to live data feed.
Free call
Tell us what data you need and why. We check the sources are public and allowed, and give honest advice — no charge, no pressure.
Fixed scope
You get a clear plan, one fixed price and a timeline, all in writing — including which sources we will and won't touch, and why.
Build & sample
We build the pipeline and show you a real sample of the data early, so you can shape the fields and format before we scale it up.
Scale & harden
We take it to full volume, add retries, rate limits and monitoring, and test that the data stays accurate under load.
Deliver & maintain
We hand over the feed in your format, document it, and — if you like — stay on to fix it whenever a source changes.
Trusted tech, used well.
We use well-known, dependable tools — the same building blocks that power serious data pipelines around the world.
Reliable at scale — and on the right side of the line.
Web scraping earns a bad name when it is done recklessly. We think good data collection is the opposite: careful, transparent and respectful of the sources it relies on. Here is what that looks like in practice, and why it matters for your business.
We only collect public data
If a page needs a login, sits behind a paywall, or holds private account information, we treat it as off limits — unless it is your own data and you can authorise access. Everything else we collect is information anyone could open in a browser. We do not break authentication, and we do not try to defeat protections a site has clearly put up to say "no scraping here".
We respect robots.txt and terms of use
Before we build anything, we read each source's robots file and terms. If a site forbids automated access, we do not scrape it — full stop. We would rather lose a small part of a project than expose your business to a legal complaint or an account ban. When a source is off limits, we look for a compliant alternative, such as an official API or a licensed data feed.
We keep a light footprint
A polite scraper should be almost invisible to the site it visits. We use modest request rates, spread work over time, cache pages so we never fetch the same thing twice, and schedule heavy jobs for quiet hours where it helps. A well-built pipeline puts far less load on a source than a burst of normal human traffic.
We handle privacy with care
When a project touches personal data — names, emails, public contact details — we are mindful of privacy law such as GDPR. We collect only what the project genuinely needs, store it safely, and help you handle it responsibly. If a use looks like it would breach privacy rules, we flag it and steer you somewhere safer.
We build for change, not just for today
The web does not sit still. Sites redesign, rename fields, add anti-bot checks or move behind JavaScript frameworks. A pipeline that ignores this rots quietly and feeds you bad numbers. We build in validation that checks the data still looks right, monitoring that alerts us when a source shifts, and clean structure so a fix is quick. On a maintenance plan, we repair breakages before they cost you a decision.
We turn raw pages into usable data
Scraping is only half the job. Raw pages are full of duplicates, odd formats, missing fields and noise. We clean and normalise everything — matching records, fixing dates and currencies, removing junk — and deliver it in the shape your team actually works in, whether that is a spreadsheet, a database, or an API your own software can call. The result is data you can trust the moment it arrives.
We don't just talk — we ship.
From a data-intelligence platform to campaign tools and public-facing products, we've built and launched real systems that turn messy data into something useful. Proof beats promises.
Web scraping questions, answered simply.
Is web scraping legal?
Done properly, yes. We only collect public data — pages anyone can open in a browser without logging in. We respect each site's robots.txt and terms of use, keep our request rates polite, and stay mindful of privacy law such as GDPR. We do not scrape private accounts, break logins or ignore a site's rules. If a source does not allow it, we say no and look for a compliant path instead.
What kind of data can you collect for me?
Common jobs include price and stock monitoring across competitor and retailer sites, product and catalogue data, public business listings for market research, news and content aggregation, and public contact details for lead lists. If the data is public and the source allows it, we can usually collect it, clean it and hand it to you in a format you can use.
How do you handle sites that block scrapers or use anti-bot measures?
We design pipelines that behave like a considerate visitor — sensible request rates, retries, rotating sessions and headless browsers for pages that need JavaScript. The goal is reliability without hammering the source. We do not defeat measures that a site clearly puts up to forbid scraping, and we will not touch anything behind a login or paywall unless you own it and can authorise access.
What happens when a website changes its layout?
Websites change often, and a scraper that worked last month can quietly break. We build in monitoring that checks the data still looks right and alerts us when a source shifts. On a maintenance plan, we fix the pipeline before you even notice a gap, so the data keeps flowing.
How do you deliver the data?
However suits your team. That can be clean CSV or Excel files, JSON, a database we load for you, a scheduled feed, or a simple API your own tools can call. We remove duplicates, fix formatting and flag anything odd, so what you get is ready to use — not a raw mess you have to clean yourself.
Do you work with international or remote clients?
Yes. We are a remote-first studio and work with startups and established companies anywhere in the world, across time zones. Projects run online end to end — clear written scope, regular updates and a senior engineer you can actually talk to. Where you are based is not a barrier.
Will the scraping slow down or harm the source website?
No. We deliberately keep our footprint light — modest request rates, off-peak scheduling where it helps, and caching so we never fetch the same page more than we need to. A well-built pipeline should be almost invisible to the source and put far less load on it than normal human traffic.
What if a source's terms don't allow scraping?
Then we do not scrape it. We check terms and robots rules before we build anything, and we are honest if a source is off limits. Often there is a better route anyway — an official API, a licensed data feed, or a partner who provides the same data legally. We help you find the compliant option rather than take a risk with your business.
Related work & solutions.
Need data you can actually rely on?
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