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Production-Grade Scraping Infrastructure

Build Data Products — Not Scraper Maintenance

Extract structured data from Google, Amazon, TikTok, YouTube, and dynamic websites using Scraper API, Web Unblocker, and Browser API inside one unified scraping workflow.

Teams do not struggle with scraping logic. They struggle with the infrastructure layer around it: browser reliability, anti-bot escalation, proxy orchestration, CAPTCHA handling, and maintenance under production load.

  • browser instability
  • anti-bot escalation
  • proxy orchestration
  • CAPTCHA handling
  • infrastructure maintenance
  • retry and routing complexity
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  • Playwright / Puppeteer / Selenium
  • 100M+ IP pool
  • 195+ countries
  • 99.9% uptime
  • pay-per-success billing

Operational pain

Your Scraper Isn’t the Product

“We accidentally became an internal scraping infrastructure company.”

That is the pattern: the first crawler works, the next site adds Cloudflare, the third source needs rendering, and within weeks engineering owns proxy allocation, retries, CAPTCHA handling, browser memory, blocked sessions, and cost forecasting.

Scraping is not a data problem. It is an infrastructure problem.

When the pipeline becomes fragile, roadmap speed drops.

AI products, SEO platforms, ecommerce analytics, lead generation tools, and market intelligence systems all depend on continuous data. If scraping operations become the bottleneck, product teams stop shipping data features and start debugging infrastructure.

Infrastructure debt

Proxy vendors, browser automation, anti-bot workarounds, render queues, and retry logic are stitched together across scripts and dashboards.

Escalation chaos

Browser sessions become the default even when a lighter API path would be cheaper, faster, and easier to monitor.

Engineering time loss

Senior engineers maintain scraping infrastructure instead of improving product logic, user-facing workflows, and data quality.

Escalation workflow logic

One Escalation Workflow

Use lightweight scraping first. Escalate only when required.

Novada should not be treated as “just another scraper API.” The value is the unified infrastructure layer: Scraper API, Web Unblocker, and Browser API running under one operational workflow, shared balance, and shared credit model.

Step 01

Scraper API

Start with structured JSON extraction for sources such as Google, Amazon, TikTok, YouTube, and supported dynamic targets. Keep browser overhead out of standard extraction paths.

  • structured JSON output
  • multi-platform scraping
  • best first path for repeatable data

Step 02

Web Unblocker

Escalate when access restrictions, CAPTCHA, anti-bot rules, Cloudflare checks, or route-level blocks interrupt the request path.

  • anti-bot bypass
  • CAPTCHA handling
  • blocked-route recovery

Step 03

Browser API

Use managed headless browsers only when the page needs rendering, JavaScript execution, scrolling, clicking, or interaction workflows.

  • rendering support
  • JS execution
  • Playwright, Puppeteer, Selenium

Infrastructure proof

Built For Production Workloads

Operational proof matters more than marketing claims. The page should help technical buyers validate how the stack behaves before they move production traffic.

100M+residential IP pool
195+country coverage
99.9%uptime infrastructure
1shared unified balance

Infrastructure telemetry, not generic SaaS analytics

Proxy healthroute quality, geo coverage, pool availability
monitored
Unblock routingblocked request recovery and CAPTCHA handling
managed
Browser sessionsrendering, JS execution, interaction workflows
escalated
Structured outputJSON extraction for supported sources
validated

Implementation surface

For technical B2B teams in Poland, the decision is usually not whether scraping is needed. It is whether the production system should be maintained internally or delegated to a managed infrastructure layer with clear product boundaries.

  • Scraper API for structured extraction
  • Web Unblocker for access and CAPTCHA barriers
  • Browser API for full browser automation
  • Shared credit system across products
Infrastructure referenceNovada homepageProduct family and global infrastructure references Pricing referenceScraping Solutions pricingShared balance and product-level pricing Docs linkNovada documentationImplementation guides and API resources Product referenceBrowser API product pagePlaywright, Puppeteer, Selenium workflow API referenceScraper API endpointsUsage and balance API references API referenceWeb Unblocker endpointsUnblocker location and usage endpoints Framework referencePlaywright docsBrowser automation framework Framework referencePuppeteer docsBrowser automation framework

Economic logic

One Stack. Predictable Economics.

Infrastructure fragmentation causes cost explosion. Escalation architecture changes the economics.

Fragmented stack

A common internal build pattern: assemble tools one by one, then discover that every new source introduces a new failure mode.

  • Proxy vendorseparate billing
  • Browser automationseparate scaling
  • CAPTCHA solverseparate retries
  • Anti-bot handlingseparate logic
  • Telemetryseparate dashboards

Unified scraping infrastructure layer

Novada combines Scraper API, Web Unblocker, and Browser API inside a unified workflow, shared credit system, and shared balance across scraping products.

  • Scraper APIstructured extraction
  • Web Unblockeranti-bot + CAPTCHA
  • Browser APImanaged rendering
  • Unified balanceshared across products
  • Success-based modelpay for successful requests
Scraper API from $0.90

per 1K results for structured extraction.

Web Unblocker from $1

per 1K results for automated access recovery.

Browser API ~$3–4 / GB

depending on plan and public pricing path.

Risk reduction

Test Before You Migrate

No forced migration. No infrastructure rewrite. No long onboarding. Run production validation first.

  • Mirror one production source before changing your full stack
  • Compare block rate, retry behavior, rendering reliability, and output quality
  • Escalate only the workflows that actually need managed browsers
  • Keep your existing product pipeline while you evaluate the infrastructure layer

Free trial call available after signup.

Account-first free trial flow

Create a Novada Account Before You Test

Create your Novada account first. Then request a sales call from the dashboard to discuss free trial options for your use case.

  • Google scraping
  • Amazon monitoring
  • TikTok collection
  • JS-heavy workflows
  • dynamic rendering
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FAQ

Technical Questions Before Production Testing

These answers are intentionally operational. The goal is to help engineers evaluate whether Novada fits a production scraping workflow.