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Stack

Web Scraping Team Stack - Proxy, Browser and Storage Setup

Built for teams that scrape at scale without building infrastructure from scratch. This stack pairs residential proxies with headless browsers and cloud runners to handle detection, JavaScript rendering, and distributed execution. Each tier trades convenience for cost—pick based on whether you're validating an idea, running production jobs across a team, or need bulletproof reliability with observability.

Solo

Solo founders and small projects validating scraping viability. You're paying for simplicity over scale: API wrappers handle proxy rotation and rendering, free tiers cover storage. Outgrow this in 2–3 months if you hit rate limits or need team collaboration.

$0/mo
$50-$150/mo
  • Bright Data PAYG · Pay-as-you-go residential proxies. No commitment; ideal for testing IP rotation and geo-targeting without upfront spend.
  • ScraperAPI · Wraps proxies and browser rendering in one API call. Handles retries and JavaScript—you just send URLs and get HTML back.
  • Apify Free · Free cloud runner for simple scrapers. Stores logs and results; enough for hobby projects and one-off jobs.
  • Airtable Free · Lightweight structured storage with a UI. Works for <10k rows; no coding required to query or filter results.
Recommended

Team

Teams running recurring scraping jobs in production. You're buying dedicated infrastructure and cloud orchestration—proxies are faster, browsers are isolated, databases scale. Tradeoff: setup is heavier, but you stop hitting API rate limits.

$0/mo
$200-$500/mo
  • Oxylabs · Enterprise-grade residential proxies with sticky sessions and real-time IP rotation. Handles aggressive anti-bot detection better than PAYG.
  • Browserless · Managed headless Chrome over HTTP. Scales with your load; no local browser overhead or container management.
  • Apify Starter · Cloud actor platform with scheduling, webhooks, and team collaboration. Run scrapers on a schedule; integrates with proxies and storage.
  • Supabase · PostgreSQL with REST API and real-time subscriptions. Scales to millions of rows; supports complex queries and full-text search.

Enterprise

Enterprise scraping at massive scale with SLA guarantees and compliance requirements. You're buying reliability, observability, and dedicated support. Tradeoff: significant monthly spend, but zero downtime and full audit trails.

$0/mo
$500+/mo
  • Smartproxy · Unified proxy suite (residential, datacenter, ISP, mobile) with advanced filtering and custom sessions. Handles the hardest anti-bot targets.
  • Browserless Enterprise · Dedicated browser infrastructure with SLA, priority support, and custom concurrency limits. No queuing or shared resource contention.
  • Snowflake · Petabyte-scale data warehouse with SQL and BI integrations. Separates compute from storage; cost-efficient for massive historical datasets.
  • Datadog · Full-stack monitoring: scraper logs, proxy health, browser errors, and database queries in one dashboard. Alerts on failures before they cascade.