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Data OpsApify

Apify

Full-stack web scraping and browser automation platform for AI data.

Categories
Data OpsAutomation
Pricing
FREEMIUM
Hosting
Cloud
Platforms
WebAPI
Models
Model-agnostic
Verified
Jun 8, 2026

A cloud platform for web scraping, data extraction, and browser automation built around 'Actors' — serverless programs that crawl sites and return structured data. Its store offers tens of thousands of ready-made Actors, and outputs clean Markdown or JSON that feed LLMs, vector databases, and RAG pipelines via LangChain and LlamaIndex. The company also maintains the open-source Crawlee crawling library for local development.

Capabilities 3

What it actually does — grouped by capability family.

  • Web scraping (primary capability)
  • Browser automation (primary capability)
  • Trigger-action automation (secondary capability)

Pros & cons

  • Serverless 'Actors' scale automatically
  • Outputs clean Markdown/JSON for LLMs
  • Maintains open-source Crawlee
  • LangChain/LlamaIndex integrations
  • Usage-based costs add up at scale
  • Learning curve for custom Actors
  • Platform itself is closed/hosted
  • Scraping reliability varies by site

Tags

View all Data Ops
  • View Firecrawl details
    Data OpsFREEMIUMOpen core

    Firecrawl

    Firecrawl

    Turn any website into clean, LLM-ready data — scrape, crawl, search.

    A web data API for AI — scrape, crawl, map, and search pages into clean markdown or structured JSON, handling proxies, anti-bot, and JS rendering for you. Open-source core (AGPL) plus a hosted service; a default web-ingestion layer for agents and RAG pipelines.

    Clean markdown / structured JSON output
    AGPL license constrains redistribution
    • web-scraping
    • crawling
    • rag
    • open-source
  • View Crawl4AI details
    Data OpsFREEOSS

    Crawl4AI

    Crawl4AI

    Open-source crawler that turns the web into clean, LLM-ready Markdown.

    Crawl4AI is an open-source (Apache 2.0) web crawler and scraper built for AI pipelines, converting pages into clean Markdown or structured data for RAG, agents, and data pipelines. The core runs locally with no API key, handles JS rendering, and supports optional LLM-based extraction with any provider. It installs as a Python library/CLI or deploys as a Dockerized FastAPI server; a hosted Cloud API is in closed beta.

    Core runs fully locally
    You run the infra
    • web-scraping
    • crawling
    • open-source
    • markdown
    • +1
  • View ScrapeGraphAI details
    Data OpsFREEMIUMOpen core

    ScrapeGraphAI

    ScrapeGraphAI

    Turn any webpage into structured data with one prompt-driven API call.

    ScrapeGraphAI is an AI web-scraping tool that extracts structured data from pages and documents using natural-language prompts instead of CSS selectors or XPath, orchestrating LLMs in graph-style pipelines (single-page, multi-page, search, crawl). The core library is open-source under the MIT license with Python and Node SDKs; a hosted API adds a credit-based free tier and paid plans, plus integrations with LangChain, LlamaIndex, n8n, and an MCP server.

    Prompt-driven, selector-free extraction
    LLM cost per extraction page
    • web-scraping
    • extraction
    • open-source
    • rag
    • +1
  • View Browserbase details
    InfraFREEMIUM

    Browserbase

    Browserbase

    Headless browser infrastructure for AI agents.

    Managed cloud fleet of headless browsers that let AI agents browse, authenticate, and act on the web at scale. Sessions ship with stealth proxies, automated CAPTCHA solving, and observability, driven via API or the open-source Stagehand framework. Usage-based billing on top of a monthly base plan.

    Managed fleet scales to many sessions
    Usage-based cost on a monthly base
    • browser-automation
    • agents
    • headless-browser
    • web-scraping