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ScrapingBee

ScrapingBee is a web scraping API for fetching pages without managing proxies, browsers, or anti-bot defenses. It supports JavaScript rendering, AI-assisted extraction, Markdown and JSON outputs, screenshots, dedicated scraper APIs, and integrations for automation and AI workflows.

Starting at$49/month
Visit ScrapingBee →
💡

In Plain English

Web scraping that handles the hard parts: JavaScript rendering, proxies, screenshots, and extraction so developers can get usable web data through an API.

OverviewFeaturesPricingGetting StartedUse CasesIntegrationsLimitationsFAQSecurityAlternatives

Overview

ScrapingBee is a paid web scraping API with 1,000 free starter credits and paid plans starting at $49 per month, built for developers and teams that need to collect web data without maintaining their own proxy infrastructure, headless browser fleet, or anti-bot workarounds. The website positions it as a way to scrape websites at scale while avoiding blocks, with the service handling proxies, browsers, and anti-bot defenses behind a single API. This makes it especially relevant for teams building data pipelines, search and discovery systems, analytics workflows, LLM retrieval pipelines, competitive intelligence tools, or automated monitoring jobs that depend on reliable web page retrieval.

The product supports multiple scraping modes. For simple pages, users can fetch HTML through the API. For dynamic pages, ScrapingBee can render JavaScript in a real headless Chrome browser, wait for selectors, set custom viewport and headers, run interaction scenarios, and capture screenshots. These capabilities are useful when target pages require client-side rendering, lazy-loaded content, custom browser behavior, or page state changes before the useful data appears.

ScrapingBee also emphasizes AI-ready extraction. According to the provided website content, users can define web scraping rules in JSON or describe what they need with an AI Query. The platform can return structured JSON or Markdown from extraction rules, which is useful when scraped content needs to feed LLMs, RAG systems, coding agents, analytics tools, or internal knowledge workflows. The site specifically mentions CLI integration for AI coding tools and agents including ChatGPT, Claude, Codex, Cursor, Claude Code, and Gemini, suggesting the tool is intended not only for traditional scraping scripts but also for agentic developer workflows.

In addition to its general scraping API, ScrapingBee lists several dedicated APIs and product areas, including a Fast Search API, Google API, Amazon API, YouTube API, Walmart API, and ChatGPT API. These suggest the platform is designed to cover both broad web scraping needs and more specialized data sources where teams may want purpose-built endpoints rather than building custom scraping logic from scratch. It also advertises CSS/XPath data extraction, Markdown scraping, screenshots, JavaScript scenarios, MCP Server support, and automation integrations with make, n8n, and Zapier.

The onboarding claims are developer-friendly: the site mentions easy integration, 1,000 free scraper API credits, and no credit card required for sign-up. Current public paid plans list Freelance at $49/month for 250,000 API credits and 50 concurrent requests, Startup at $99/month for 1,000,000 API credits and 100 concurrent requests, Business at $249/month for 3,000,000 API credits and 200 concurrent requests, Business + at $599/month for 8,000,000 API credits and 400 concurrent requests, plus custom pricing. Overall, ScrapingBee is best understood as an infrastructure layer for web data access: it does not appear to be a no-code research assistant or a general AI agent framework, but rather an API-first service for reliably retrieving, rendering, extracting, and formatting web data for downstream applications.

🎨

Vibe Coding Friendly?

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Difficulty:intermediate

ScrapingBee is developer-friendly, but it is primarily an API service, so users should be comfortable working with API keys, request parameters, and scraped data outputs.

Learn about Vibe Coding →

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Editorial Review

ScrapingBee is a managed web scraping API for teams that need page fetching, JavaScript rendering, proxy handling, screenshots, and structured extraction without running their own scraping infrastructure.

Key Features

Web scraping API that abstracts proxy management, browser automation, and anti-bot defenses.+
Headless Chrome JavaScript rendering for dynamic pages that require browser execution.+
Selector waiting, custom interaction scenarios, viewport control, headers, and screenshot capture for complex scraping flows.+
AI-ready extraction using JSON-defined rules or natural-language AI Query prompts.+
Structured output options including JSON and Markdown for LLM, RAG, and analytics pipelines.+
CSS/XPath data extraction for deterministic field extraction from page markup.+
CLI workflows intended to integrate with AI coding tools and agents including ChatGPT, Claude, Codex, Cursor, Claude Code, and Gemini.+
Automation integrations listed for make, n8n, and Zapier.+
MCP Server support for agentic and developer-tool workflows.+
Dedicated scraper APIs listed for Fast Search, Google, Amazon, YouTube, Walmart, and ChatGPT-related use cases.+

Pricing Plans

Free starter credits

1,000 free scraper API credits

    Freelance

    $49/month

      Startup

      $99/month

        Business

        $249/month

          Business +

          $599/month

            Custom

            Custom

              See Full Pricing →Free vs Paid →Is it worth it? →

              Ready to get started with ScrapingBee?

              View Pricing Options →

              Getting Started with ScrapingBee

              1. 1Sign up for ScrapingBee and use the 1,000 free API credits to test representative target URLs.
              2. 2Create an API key and make a basic request from your application, script, or automation workflow.
              3. 3Enable JavaScript rendering, selector waiting, custom headers, screenshots, or browser scenarios only for pages that need them.
              4. 4Define CSS/XPath extraction rules, JSON extraction rules, Markdown output, or AI Query extraction for the fields you need.
              5. 5Monitor API credit usage, concurrency needs, failed requests, and target-site behavior before moving a scraper into production.
              Ready to start? Try ScrapingBee →

              Best Use Cases

              🎯

              Building web scraping pipelines where the team wants to avoid managing proxy pools and browser infrastructure.

              ⚡

              Extracting structured content from JavaScript-rendered pages that need headless Chrome, selector waiting, custom headers, viewport settings, or browser scenarios.

              🔧

              Preparing web content as Markdown or JSON for LLM, RAG, analytics, or internal knowledge systems.

              🚀

              Automating scraping workflows through make, n8n, Zapier, CLI workflows, or MCP-compatible agent setups.

              💡

              Capturing screenshots of target pages as part of monitoring, QA, research, or audit workflows.

              🔄

              Using dedicated scraper APIs for specific sources such as Google, Amazon, YouTube, or Walmart instead of building source-specific scrapers from scratch.

              Integration Ecosystem

              8 integrations

              ScrapingBee works with these platforms and services:

              ☁️ Cloud Platforms
              AWS
              🌐 Browsers
              PlaywrightPuppeteer
              🔗 Other
              GitHubZapierMaken8nmcp
              View full Integration Matrix →

              Limitations & What It Can't Do

              We believe in transparent reviews. Here's what ScrapingBee doesn't handle well:

              • ⚠ScrapingBee is API-oriented and best suited to users who can integrate it into scripts, applications, automation tools, or data pipelines.
              • ⚠Exact costs depend on plan choice, API credit consumption, concurrency requirements, and usage volume, so production buyers should verify current pricing before committing.
              • ⚠Anti-bot handling reduces infrastructure complexity but does not remove all legal, compliance, robots.txt, rate-limit, or target-site terms-of-service considerations.
              • ⚠AI-based extraction should be validated for accuracy when used in production workflows, especially if downstream systems require consistent schemas.
              • ⚠The scraped content provided does not describe every supported region, proxy type, SLA, data retention policy, or enterprise security feature.

              Pros & Cons

              ✓ Pros

              • ✓Handles proxies, browsers, and anti-bot defenses so teams do not have to operate that infrastructure themselves.
              • ✓Supports real-browser JavaScript rendering with headless Chrome for pages that require client-side rendering.
              • ✓Offers structured extraction options, including JSON rules, CSS/XPath extraction, Markdown output, and natural-language AI Query extraction.
              • ✓Includes workflow and developer integrations such as CLI support, MCP Server support, make, n8n, and Zapier integrations.
              • ✓Useful for AI and RAG pipelines because scraped content can be returned as structured JSON or Markdown for downstream processing.
              • ✓Provides dedicated APIs for sources and tasks such as Google, Amazon, YouTube, Walmart, Fast Search, and ChatGPT-related workflows.

              ✗ Cons

              • ✗It is a paid API service, so high-volume scraping can create ongoing usage costs compared with self-hosted scraping infrastructure.
              • ✗The website content emphasizes API and developer workflows, so non-technical users may still need help integrating it into their systems.
              • ✗Successful scraping still depends on target-site behavior, page structure, and access restrictions; ScrapingBee reduces operational burden but cannot guarantee every site will be scrapeable.
              • ✗AI Query extraction may be convenient, but teams with strict data contracts may still need to validate outputs against schema and quality requirements.
              • ✗The provided website content does not describe detailed compliance controls, data retention settings, or enterprise governance features, so buyers may need to verify those separately.

              Frequently Asked Questions

              How does ScrapingBee handle reliability in production?+

              ScrapingBee provides a managed web scraping API that handles proxy rotation, headless browser infrastructure, JavaScript rendering, screenshots, extraction options, and API responses behind a single service. Reliability still depends on the target site, page complexity, selected options, and whether the requested access is allowed by the target site's rules and terms.

              Can ScrapingBee be self-hosted?+

              No, ScrapingBee is a cloud API service. The value proposition is the managed proxy network, browser infrastructure, rendering, and extraction workflow that teams would otherwise need to build and operate themselves. For self-hosted scraping, teams usually use tools such as Playwright or Puppeteer with separately managed proxies and their own retry, monitoring, and compliance controls.

              How should teams control ScrapingBee costs?+

              ScrapingBee uses plan-based API credits and concurrency limits, with paid public plans starting at $49/month. Teams should test representative URLs during the free-credit trial, avoid browser rendering when static HTML is enough, cache results where appropriate, and monitor credit usage before scaling production jobs.

              What is the migration risk with ScrapingBee?+

              ScrapingBee exposes scraping capabilities through an API, so basic page-fetching workflows can often be moved to another scraping provider or to custom browser automation. The main migration considerations are proxy quality, rendering behavior, extraction syntax, dedicated scraper APIs, screenshots, and how each alternative performs on the specific target sites your workflow depends on.

              🔒 Security & Compliance

              —
              SOC2
              Unknown
              ✅
              GDPR
              Yes
              —
              HIPAA
              Unknown
              —
              SSO
              Unknown
              ❌
              Self-Hosted
              No
              ❌
              On-Prem
              No
              —
              RBAC
              Unknown
              —
              Audit Log
              Unknown
              ✅
              API Key Auth
              Yes
              ❌
              Open Source
              No
              —
              Encryption at Rest
              Unknown
              ✅
              Encryption in Transit
              Yes
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              🦞

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              What's New in 2026

              Based on the provided website content, ScrapingBee is emphasizing AI-ready scraping workflows in 2026: AI Query extraction, JSON and Markdown outputs, CLI integration for AI coding tools and agents, and MCP Server support. The site also highlights dedicated APIs and automation integrations, positioning the product for LLM, RAG, analytics, and agent-driven development workflows rather than only traditional HTML scraping.

              Alternatives to ScrapingBee

              Bright Data

              Web Scraping

              Enterprise web data platform: proxies, scraping APIs, and ready-made datasets — increasingly used as the data backbone for AI agents.

              Browserbase

              AI Infrastructure

              Headless browser infrastructure built for AI agents — managed Chromium sessions with stealth, session recording, file I/O, and a native MCP server.

              View All Alternatives & Detailed Comparison →

              User Reviews

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              Quick Info

              Category

              Search & Discovery

              Website

              www.scrapingbee.com
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