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AI & Web data · Use case

Scrape any site. Pay only when it works.

Run your own scrapers on a network we own, or send us a URL and get the data back. Either way, blocked requests are free.

Failed requests freeTraffic never expires24-hour refund on unused plans
Batch job reportIllustrative values

Every domain reported. Every blocked request free.

Key takeaway

For web scraping at scale, Datafuel offers two paths: residential proxies that put your own scraper on a household IP, or the Unlocker API that returns any page as Markdown or JSON with CAPTCHAs handled. Both bill only successful requests.

Why web scraping is hard to do at scale

Scraping in 2026 is a different job from scraping in 2020. Over half of all page requests are now automated, and sites respond accordingly: the number of commercial bot-management vendors has nearly doubled in four years.

IP quality is no longer enough. A clean residential IP with a default browser fingerprint passes roughly a third of requests on a protected site; the same IP with realistic fingerprinting and human-paced behaviour passes almost all of them. The difference is engineering most teams do not want to own.

And then there is maintenance. A layout change breaks a scraper. Multiply by a hundred targets and the team spends its time fixing extractors instead of using the data.

How Datafuel handles web scraping

Two paths, one platform, one balance.

If you run your own scrapers, Datafuel's proxy networks give you residential, mobile, ISP and datacenter IPs on infrastructure we own, with targeting down to city, ASN and OS, and traffic that never expires.

If you would rather not, the Unlocker API takes a URL and returns the data. Network selection, rendering, fingerprinting and CAPTCHAs are handled inside the request. You are charged only when a page comes back.

Why IP alone failsIllustrative values
Two paths

Keep your collector and fix the network, or hand us the URL. Same IPs, same billing rule.

Residential proxiesUnlocker API
You bringyour own scraper and parsera URL, and a schema if you want JSON
You getthe raw page from a local residential IPMarkdown or structured JSON, past any protection
Targetingcountry · region · city · ASN · OScountry and city, per request
CAPTCHAshandled by your scraperhandled inside the request
Billingper GB, traffic never expiresper successful request, credits never expire
Best whenyou already run a working scraperyou want pages without maintaining a parser

Many teams use both: the API for the pages that block, proxies for the collectors they already run.

Products for web scraping

Same price on every use case. Failed requests are free and purchased traffic never expires.

If you run your own scraperResidential Proxieswas $4.50, now $3.15 $4.50per GB46M+ consent-based household IPs, 195+ countries, city and ASN targeting.
  • 46M+ consent-based household IPs
  • Rotating or sticky up to 24h
  • Region, city, ASN targeting
  • HTTP(S) & SOCKS5
  • Traffic never expires
If you want clean data backUnlocker APIwas $0.042, now $0.029 $0.042per 1KAny page past any protection, returned as Markdown or structured JSON.
  • Any page past any protection
  • CAPTCHAs handled inside the request
  • Markdown, JSON, HTML or screenshot
  • Failed requests are free
  • MCP ready

How it works

  1. 01Choose your path: your scraper with our proxies, or our API with your URL.
  2. 02Send requests. Datafuel picks the network, renders where needed and clears protection.
  3. 03Data returns. Failed requests cost nothing.
Try it on your own targets. Failed requests are free.Start free

What to watch for

  • Start with the cheapest network that works. Datacenter for open sites, residential for protected ones, mobile only where nothing else passes.
  • Respect rate limits and terms where your use case requires it; the compliance mode helps with that.
  • Store what you collect responsibly. Pages can contain personal data.

Web scraping — frequently asked questions

Should I use proxies or the API?
If you have a scraper that works and only get blocked, proxies. If you are starting fresh or tired of maintenance, the API.
What counts as a successful request?
A page returned with content that passes validation. Blocks, timeouts and empty responses are not charged.
Can I target a specific city or carrier?
Yes: country, region, city, ASN and OS on residential and mobile.
Does traffic expire?
No. Proxy traffic never expires and there is no monthly minimum.
Where do your IPs come from?
Residential IPs are sourced through the Datafuel SDK with the owner's consent. ISP and datacenter IPs run on infrastructure we own.
Sources. Figures on this page come from 2026 reports by Cloudflare, HUMAN Security, Neudata, PromptCloud, Nasdaq, Forrester, MarqVision, Bitsight and Kadoa.Last updated .
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