ScrapingBee

ScrapingBee is a web scraping API with proxy rotation and browser rendering to collect website data in HTML, Markdown, text, JSON and screenshots.

Web Scraper IA Mineração de Dados IA

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Overview

ScrapingBee is a web scraping API for collecting data from websites without managing your own proxy fleet or browser infrastructure. It is positioned for teams that need to fetch pages, render JavaScript, extract structured data, and support scraping workflows at scale.

The product combines a general HTML API with specialized options for Markdown and plain-text output, AI-based extraction, JavaScript scenarios, screenshots, and dedicated APIs for specific sources such as search and marketplace data. The pricing page shows multiple paid plans and a 1,000-credit no-credit-card entry offer.

Core capabilities

HTML API

Fetch raw page content from public websites through a single API call, making it suitable for custom parsers and data pipelines that need full control over extraction.

Markdown and text output

Convert pages into clean Markdown or plain text so the output is easier to read, parse, and feed into LLM or data-processing workflows.

AI web scraping

Describe the fields you want and receive structured JSON without writing selectors, using AI-assisted extraction for more natural request setup.

JavaScript scenarios and screenshots

Render pages in headless Chrome, wait for selectors, run interaction scenarios such as clicks, scrolls, and form fills, and capture screenshots of the rendered result.

CSS/XPath data extraction

Use CSS or XPath rules when you need targeted extraction against specific page elements and page structures.

Proxy handling and geotargeting

Let the platform rotate proxies automatically and add premium, stealth, and country-targeted proxy options for harder-to-reach sites.

Common use cases

Custom data extraction
Build pipelines that collect page content for custom parsing, data enrichment, or downstream analytics when you want control over the extraction logic.
LLM and AI data prep
Gather LLM-ready text or Markdown for model training, retrieval, or content processing without spending time stripping HTML noise.
Interactive websites
Automate scraping of pages that require JavaScript execution, clicks, scrolling, waits, or form fills before the data becomes visible.
E-commerce monitoring
Monitor product prices, listings, reviews, and market changes using the general API or dedicated marketplace endpoints when available.
Automation and AI workflows
Pull live web data into automation workflows and AI tools through make, n8n, Zapier, the MCP server, or the ScrapingBee CLI.

Pros and Cons

Pros

Covers raw HTML, cleaned text, Markdown, structured JSON, screenshots, and JavaScript-driven flows.
Handles proxy rotation and browser rendering, reducing the need to maintain that infrastructure in-house.
Offers dedicated integrations for make, n8n, Zapier, an MCP server, and a CLI for AI-assisted workflows.
Provides plans for individual and team usage, with a higher-tier option that includes team management and a dedicated account manager.

Cons

The public sources do not spell out exact setup limits, rate caps, or all platform constraints.
Some capabilities are split across specialized APIs and workflow options, so choosing the right endpoint may take some evaluation.

FAQ

What does ScrapingBee do?

ScrapingBee provides a web scraping API that handles proxies and headless browser rendering for you. It can return raw HTML, Markdown, plain text, structured JSON from extraction rules or AI queries, screenshots, and dedicated API outputs for specific workflows.

What integrations or workflows does it support?

The source shows integrations for make, n8n, Zapier, and an MCP server, plus a CLI that can connect with AI coding tools such as ChatGPT, Claude, Codex, Cursor, Claude Code, and Gemini.

Is there a free trial or entry plan?

The pricing page lists Freelance, Startup, Business, Business +, and Custom plans. It also states that you can try ScrapingBee with 1,000 free API credits and that no credit card is required to sign up.

What kinds of outputs can it return?

ScrapingBee's feature pages show support for JavaScript rendering, custom interaction scenarios, Markdown and plain-text output, CSS/XPath extraction rules, and AI-based structured extraction. The exact output depends on the workflow you choose.

Does it include team and enterprise support?

The available sources do not provide a complete list of setup limits or team features. The pricing page does show dedicated account manager and team management only on the higher-end plan, while the public feature pages emphasize engineer-led documentation and support.

Quick Facts

Category: Web Scraping API
Website: scrapingbee.com
Primary users: Developers and teams
Core outputs: HTML, Markdown, plain text, JSON, screenshots
Plan access: Paid plans plus 1,000 free API credits to try
Notable integrations: make, n8n, Zapier, MCP server, CLI