Web scraping is one of those things people are delusional about.
If you run a company and you are about to “just scrape it,” lower your expectations first.
Do not build it yourself
Coding your own scraper sounds simple and never is.
Sites stream data with JavaScript, change their layout, throw up logins, and block anything that smells like a bot. You end up maintaining proxies, headers, and retries forever, and it breaks the week after you ship it.
It is rarely worth the time.
Use a tool, or buy the data
The hard parts are already solved. Reach for one of these instead of building anything:
- Apify: ready-made scrapers and a platform that handles rendering and anti-blocking.
- Bright Data: proxies and scraping infrastructure built for scale.
- A data provider: skip scraping entirely and buy the cleaned data, delivered on your behalf.
You are not in the scraping business. Pay someone who is.
Some sites are a no-go
Know when to walk away. The big, locked-down sites, Upwork and LinkedIn and their kind, spend a fortune stopping scrapers. You will not win that fight, and you may get your accounts banned trying.
If a site is built to block you, forget it. Find another source for the data.
Need data without building a scraper? Book a free Gap Assessment and we will point you to the right tool or provider.
