Three proxy networks. Headless browser rendering. Anti-bot bypass. Residential IP rotation. AI-powered content extraction. One platform handles the infrastructure so you get clean data — not blocked requests.
No credit card required. Smart routing picks the cheapest provider that works.
Why 90% of scraping projects fail — and how the infrastructure layer fixes it
Here's how three layers turn any URL into clean data
You send a URL. The platform decides how to fetch it, which proxy to use, and how to extract the data. You get structured output.
The system tries the cheapest method first — a direct HTTP request. If the page returns a bot-block or empty content, it automatically escalates through proxy providers. JavaScript-heavy domains get headless browser rendering. You don't configure any of this.
Three proxy networks with different strengths — datacenter IPs for speed, residential IPs for hard-to-scrape sites, geo-targeted IPs for location-specific content. The system picks the right pool based on the target domain and switches automatically on failure.
Raw HTML is useless. The extraction layer strips navigation, ads, and boilerplate — then pulls out the content that matters. Titles, headings, main text, contact info, structured fields. Returns clean data, not a wall of tags.
3 Provider Networks
Smart Dispatch
AI Content Extraction
Flow: URL enters the routing layer → router selects the cheapest provider that handles the domain → proxy layer fetches the page → extraction layer returns structured data. If a provider fails, the router tries the next one automatically.
Generic Scraper Output
Website Contacts Output
Proxy provider networks
Site-specific scrapers
Routing strategies
Automatic result caching
Smart routing picks the cheapest provider automatically.
See what each layer actually does — and why it matters
Most scraping tools give you a proxy and wish you luck. This platform handles the entire pipeline from request to structured data.
Modern websites use browser fingerprinting, CAPTCHA challenges, and behavioral analysis to block scrapers. Anti-Scraping Protection mode handles all of it — the request looks like a real person browsing from a residential connection. Works on sites that block Puppeteer, Playwright, and standard proxy pools. Sites like G2, LinkedIn, and Google Maps that actively fight automated access.
Static HTTP requests return empty pages on React, Angular, and SPA sites. The platform spins up a full headless browser, waits for specific DOM elements to load, and even executes custom JavaScript inside the rendered page. Google Maps data, for example, is extracted by injecting browser-side JS that reads the rendered business listings directly from the DOM. Configurable render wait times up to 15 seconds for heavy applications.
Datacenter IPs get blocked on protected sites within minutes. Residential proxies route your requests through real consumer ISPs — the target site sees a home internet connection, not a server farm. Geo-targeting lets you see the exact content shown to users in specific countries. The system defaults to cheaper datacenter proxies and only switches to residential when needed — so you don't burn budget on easy targets.
Getting the HTML is step one. Extracting useful content is step two. The platform strips nav, footer, sidebar, and boilerplate automatically. A Python-based article extractor (Trafilatura) pulls clean text from news sites and blogs. An LLM-powered pipeline converts HTML to Markdown with AI-generated image descriptions. A 5-step contact discovery pipeline finds email addresses, classifies them (person vs. generic), and extracts names and job titles from surrounding page context.
Every proxy call has a credit cost. A static fetch costs 1-2 credits. JavaScript rendering costs 6-10. Residential proxies cost more. The smart router tries direct HTTP first (free), then the cheapest proxy method, then escalates only when lower tiers fail. It also knows which domains need JavaScript rendering — Facebook, Google, experience.com — and skips straight to headless mode instead of wasting a cheaper request that would fail anyway. Cost budgets cap maximum spend per request.
Generic extraction works for most sites. But YouTube, Reddit, G2, Zillow, Yelp, BizBuySell, Finviz, and others have specific data structures worth extracting cleanly. Site-specific scrapers return structured fields — video stats, review ratings, listing prices, stock screener data — not raw HTML. Each one handles that site's quirks: Zillow's internal API, G2's 180-second JS render time, Reddit's JSON endpoints.
Handles anti-bot, JS rendering, and proxy rotation automatically.
How does this compare to building your own scraping stack?
You could build this yourself. Here's what that actually looks like.
| This Platform | DIY (Puppeteer + proxies) | ScrapingBee | Bright Data | |
|---|---|---|---|---|
| Proxy providers |
3 networks, auto-switching
Datacenter + residential + geo-targeted |
You manage each one
Separate accounts, separate billing |
1 network
No fallback if it fails |
Large network
But complex pricing, min commitments |
| Anti-bot bypass |
Built-in ASP mode
One parameter, handles everything |
You build it
Browser fingerprint spoofing, header rotation |
Available
Extra cost per request |
Available
Separate "unlocker" product |
| JS rendering |
Full headless browser
Custom JS injection, DOM wait, 15s+ render |
You host Puppeteer
Server costs, memory management, crashes |
Available
5x credit cost |
Available
Separate product tier |
| Content extraction |
AI-powered
Trafilatura + LLM + contact discovery |
You write parsers
Per-site CSS selectors, break constantly |
None
Returns raw HTML |
Basic
Separate "data collector" add-on |
| Smart routing |
Direct → proxy fallback
Domain-aware, cost-optimized |
N/A — all manual | N/A — one provider | N/A — one provider |
| Setup time |
Minutes
Sign up, send a URL, get data |
Weeks
Infrastructure, proxy accounts, retry logic |
Hours
API integration, still need parsers |
Days
Complex product matrix, sales calls |
DIY scraping means maintaining infrastructure instead of using data. Single-provider services leave you stuck when their network can't reach a site. This platform combines multiple providers with smart routing and AI extraction — the whole pipeline, not just the proxy.
Still not sure? Zero risk to find out.
Send your first scraping request and see real output before you pay anything. Judge the data quality yourself.
No contracts, no minimum commitments. Scale up when you need more, scale down when you don't.
Smart routing picks the cheapest provider that works. Direct fetches are free. You only pay for proxy credits when needed.
Try it free, cancel anytime.
I needed data from Google Maps, G2, LinkedIn, and a dozen other sites. Every one of them actively blocks scrapers. I tried building it myself — Puppeteer scripts, rotating proxy lists from three different providers, retry logic, error handling. It worked until it didn't. A site would change their bot detection, my scripts would break, and I'd spend a weekend debugging infrastructure instead of using the data I needed.
The proxy bills alone were over $300 a month. And that was before the server costs for running headless browsers, the time spent writing CSS selectors for each site, and the hours lost when a proxy provider went down and took my entire pipeline with it. I had more code managing the scraping infrastructure than actually processing the results.
So I built a layer that handles all of it. Three proxy networks that fail over to each other. A smart router that tries the cheapest method first. JavaScript rendering when needed. AI that extracts clean data instead of dumping raw HTML. The scraping infrastructure became a solved problem, and I could focus on what actually matters — the data.
That's what this is. The infrastructure layer you'd build if you had six months and a DevOps engineer. Except it already works.
The infrastructure is a solved problem. Three proxy networks, smart routing, AI extraction. Send a URL, get clean data.
Start Scraping FreeNo credit card. No contracts. Smart routing picks the cheapest provider.