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SaaSTweaks

Web Scraping Team Stack - Proxy, Browser and Storage Setup

Web Scraping Team

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.

About this stack

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.

Tier 01

$50-$150/mo

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.

Solo tier — tools and what each one does
Tool Job in this stack
Bright Data PAYG Score 68/100 Pay-as-you-go residential proxies. No commitment; ideal for testing IP rotation and geo-targeting without upfront spend.
ScraperAPI Score 56/100 Wraps proxies and browser rendering in one API call. Handles retries and JavaScript—you just send URLs and get HTML back.
Apify Free Score 56/100 Free cloud runner for simple scrapers. Stores logs and results; enough for hobby projects and one-off jobs.
Airtable Free Score 59/100 Lightweight structured storage with a UI. Works for <10k rows; no coding required to query or filter results.

Tier 02

$200-$500/mo

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.

Team tier — tools and what each one does
Tool Job in this stack
Oxylabs Score 55/100 Enterprise-grade residential proxies with sticky sessions and real-time IP rotation. Handles aggressive anti-bot detection better than PAYG.
Browserless Not listed by us Managed headless Chrome over HTTP. Scales with your load; no local browser overhead or container management.
Apify Starter Score 56/100 Cloud actor platform with scheduling, webhooks, and team collaboration. Run scrapers on a schedule; integrates with proxies and storage.
Supabase Score 68/100 PostgreSQL with REST API and real-time subscriptions. Scales to millions of rows; supports complex queries and full-text search.

Tier 03

$500+/mo

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.

Enterprise tier — tools and what each one does
Tool Job in this stack
Smartproxy Not listed by us Unified proxy suite (residential, datacenter, ISP, mobile) with advanced filtering and custom sessions. Handles the hardest anti-bot targets.
Browserless Enterprise Not listed by us Dedicated browser infrastructure with SLA, priority support, and custom concurrency limits. No queuing or shared resource contention.
Snowflake Score 55/100 Petabyte-scale data warehouse with SQL and BI integrations. Separates compute from storage; cost-efficient for massive historical datasets.
Datadog Score 53/100 Full-stack monitoring: scraper logs, proxy health, browser errors, and database queries in one dashboard. Alerts on failures before they cascade.

Verified listings

8 of these tools have a SaaSTweaks listing.

Scored, with the coupon re-tested by a person. The rest of the stack is named but not listed — we do not link a page we do not have.

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Plan names and any figures shown are the vendor's published rates at the time this stack was written and can change without notice — always confirm on the vendor's own pricing page before you buy. Tools without a SaaSTweaks listing are named for completeness only; we take no commission on them. Affiliate disclosure.