HomeToolsPlan StackBest ForCompare
RightAIChoice
CompareBlog
Submit a ToolSign inSign upPlan Your Stack
RightAIChoice

The decision-making engine for discovering AI tools.

One AI tool every Friday

A 60-second editorial pick. No filler, no funnel — unsubscribe anytime.

Product

  • Browse tools
  • Categories
  • Search
  • Plan my stack
  • Find my AI tool
  • AI chat
  • Compare
  • Submit your tool

Resources

  • Best AI guides
  • Stacks
  • Blog
  • Methodology
  • Viability scoring

Company

  • About
  • Team
  • Press & brand kit
  • Contact

Your account

  • Dashboard
  • Saved tools
  • Settings
  • Sign in
  • Create account

Legal

  • Privacy
  • Terms
  • Affiliate disclosure
  • Unsubscribe

© 2026 RightAIChoice. All rights reserved.

Built for the AI community.

RightAIChoice
CompareBlog
Submit a ToolSign inSign upPlan Your Stack
Tools📊 Data & AnalyticsScrapingBee
ScrapingBee

ScrapingBee

Freemium

Web scraping API with proxy rotation, headless browsers, and AI extraction

By Tanmay Verma, Founder · Last verified 03 Jul 2026

0 views
Added 6d ago
77/100Safe Bet
Visit Website

In short

ScrapingBee — Web scraping API with proxy rotation, headless browsers, and AI extraction. Best for Developers building AI/LLM applications needing real-time web data, Teams scraping e-commerce sites for price monitoring and product cataloging, Market researchers conducting competitive intelligence and SEO monitoring. Free to start; paid plans from $49/mo.

Compared withvs Spider Cloudvs Temporal Aivs Screenplayiq

Is ScrapingBee actually worth it?

Live

See what real users actually say. We scan live discussions, reviews and complaints across the web and hand you an honest verdict — in under a minute.

3 free scans · no card needed · downloadable report

Run a free scan

Editorial Verdict

Best for
Developers building AI/LLM applications needing real-time web dataTeams scraping e-commerce sites for price monitoring and product catalogingMarket researchers conducting competitive intelligence and SEO monitoringData engineers integrating web data into analytics pipelinesGTM teams enriching lead data and account intelligence from public web sources
Not ideal for
Non-developers looking for a point-and-click web scraper with no code needed (though n8n/Zapier integration helps)Users needing free unlimited scraping; free tier is limited to 1,000 creditsProjects requiring local, on-premise proxy management; it's a fully managed APITeams that need extensive data storage or processing beyond extraction (no built-in database)High-volume users who may find cheaper per-request pricing from proxy-as-a-service alternatives

A reliable, developer-friendly web scraping API that simplifies proxy and browser management. The recent AI query and CLI updates make it a strong pick for LLM data pipelines, though pricing scales with volume and the free tier is limited to 1,000 credits.

Compare with: ScrapingBee vs Spider Cloud, ScrapingBee vs Klippa, ScrapingBee vs SheetAI.app

Last verified: July 2026

What's new in ScrapingBee

Checked 6 days ago

Across the latest 5 updates: 5 feature updates.

FeatureBlog·8 days agoNewest

New Gemini API endpoint for AI-powered web data extraction

Send prompts to Gemini through ScrapingBee to summarize web data, extract insights, get citations, localize results, and return structured AI output.

FeatureBlog·10 days ago

How to Use GoSpider for Web Crawling

Learn to use GoSpider for fast web crawling in Go: install, run flags, scrape URLs with Colly, fix 403 blocks.

FeatureBlog·12 days ago

New Google API features: Ads extraction, Shopping filters, and precise geolocation

Extract Google Ads from SERPs, filter Shopping by price, run searches from exact coordinates.

FeatureBlog·12 days ago

Amazon Pricing endpoint: All offers, all sellers, one request

Retrieve Buy Box data, seller prices, FBA/merchant offers, shipping, Prime, ratings for any Amazon ASIN.

FeatureBlog·15 days ago

ScrapingBee Increases Concurrency Up to 5x Across All Plans

Infrastructure upgrade delivers up to 5x more concurrent requests across all plans — faster jobs, shorter queues.

What independent users actually report about ScrapingBee

We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.

11 mentions across 2 sources (Reddit, Hacker News).

55% positive45% critical
Recurring strengths
  • +Reliably bypasses Cloudflare anti-bot measures, as confirmed by users.
  • +Offers specialized APIs for Amazon, Google, YouTube, and ChatGPT.
  • +Provides a generous 1,000 free credits with no credit card required.
  • +Integrates with AI coding assistants via CLI and MCP server.
  • +Includes headless browser rendering with JavaScript scenario support.
Recurring frustrations
  • −Very few user reviews make it hard to assess real-world satisfaction.
  • −Acquisition by Oxylabs creates uncertainty around future pricing.
  • −Compared to competitors like Firecrawl, community buzz is lower.
  • −Pricing beyond the free tier is not transparently documented.
  • −No open-source option limits customization and self-hosting.
Patterns worth knowing
Acquisition and business future: The acquisition by Oxylabs is a dominant topic, with speculation about how it affects users.
Seen on Hacker News
Bypassing anti-bot measures: ScrapingBee is recognized for effectively evading Cloudflare and other protections.
Seen on Hacker News
Benchmark competitor: ScrapingBee is frequently mentioned as a standard to compare against in scraping API discussions.
Seen on Hacker News
Learning curve
beginnerProductive in ~5 minutes
Hidden costs people mention
  • • Additional credits beyond plan limits are available as add-ons, but pricing per extra credit isn't clearly defined.
  • • API credits are consumed per request, with more expensive dedicated APIs possibly using multiple credits.

Viability Score

77/100
Safe Bet

How likely is ScrapingBee to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.

momentum
55
funding runway
80
website health
90
wrapper dependency
100

Last calculated: July 2026

How we score →

Key Features

  • Rotating proxy pool with premium residential and stealth proxies
  • Headless Chrome JavaScript rendering with custom scenarios
  • AI-powered natural-language data extraction (AI Query)
  • Structured JSON or Markdown output from extraction rules
  • Fast Search API for sub-second SERP data
  • Dedicated scraping APIs: Amazon, Walmart, Google, YouTube, ChatGPT
  • Markdown Scraper with CLI integration for AI coding tools
  • Screenshot capture of rendered pages for debugging
  • Country-level geolocation targeting
  • CSS/XPath selectors for custom extraction
  • New Gemini API endpoint for prompt-based extraction and summarization (July 2026)
  • Amazon Pricing endpoint: all offers, sellers, Prime status, shipping (June 2026)
  • Google API: Ads extraction, Shopping filters, precise geolocation (June 2026)
  • Up to 5x higher concurrency across all plans (June 2026)
  • CLI tool for AI agent workflows (ChatGPT, Claude, Codex, Cursor, Gemini)

About ScrapingBee

FreemiumIntermediateAPI availableAPI · CLI · Web

ScrapingBee is a managed web scraping API that eliminates the overhead of proxy rotation, headless browser rendering, and anti-bot bypass. It targets developers, data analysts, and AI teams who need reliable data extraction for LLM/RAG pipelines, price monitoring, market intelligence, and GTM workflows. The platform offers an HTML API for simple page fetches, a Fast Search API for sub-second SERP data, and dedicated APIs for Amazon, Walmart, Google, YouTube, and ChatGPT. Key features include AI-powered natural-language extraction (AI Query), CSS/XPath selectors, JavaScript scenario execution, screenshot capture, and a CLI tool that integrates with AI coding assistants like ChatGPT, Claude, Codex, Cursor, and Gemini. A new Gemini API endpoint (July 2026) enables prompt-based summarization, insight extraction, and localized results. ScrapingBee supports country-level geotargeting and boasts a 99% success rate. It integrates with n8n, Zapier, and make for no-code automation, and offers an MCP server for direct AI agent access. Compared to alternatives like ScraperAPI, ScrapingBee's dedicated e-commerce APIs and AI-focused CLI give it an edge for LLM and competitive intelligence use cases.

Behind the Verdict

ScrapingBee is built for developers who want to avoid the grunt work of proxy rotation and headless browser configuration. Its core HTML API and dedicated scrapers for Amazon, Walmart, Google, YouTube, and ChatGPT provide ready-to-use endpoints for common targets. The June 2026 concurrency boost—up to 5x across all plans—makes it much faster for batch jobs, and the new Amazon Pricing endpoint returns all offers, sellers, Prime status, and shipping costs in a single request. For AI teams, the CLI integration with ChatGPT, Claude, Codex, Cursor, and Gemini is a genuine differentiator: you can pipe web data directly into your LLM workflows without custom glue code. The Gemini API endpoint (July 2026) adds prompt-based extraction, summarization, and localization. Where ScrapingBee falls short: non-developers will struggle without a visual point-and-click tool (though n8n/Zapier integration helps a bit). The free tier is just 1,000 credits—fine for a test, not for production. And while pricing is transparent, high-volume users will hit the $250–$600/month tiers quickly; for large-scale scraping, proxy-as-a-service options (like Crawlera) can be cheaper per request. Compared to ScraperAPI, ScrapingBee offers more dedicated site APIs and better AI tooling, but ScraperAPI's unlimited concurrent requests on higher tiers may suit heavier workloads. In practice, we'd reach for ScrapingBee when the goal is structured data for LLM ingestion or reliable e-commerce monitoring—not for occasional one-off scrapes or full on-premise control.

Researching ScrapingBee? Get your full AI stack in 60 seconds.

Free, no signup — tell us your goal and get tools matched to your budget & existing stack.

Use Cases

  • Extract product prices and reviews from Amazon and Walmart for competitive monitoring.
  • Feed structured web data into LLM pipelines using the AI Query and CLI integrations.
  • Monitor SERP results, ads, and shopping listings with sub-second Google Search API.
  • Scrape YouTube video metadata, comments, and transcripts for content analysis.
  • Enrich CRM data with real-time company information and contact details from websites.
  • Compile training datasets for fine-tuning models by extracting text and structured data from any public website.

Models Under the Hood

GPT-4oClaude Sonnet 4.6

Limitations

  • The free tier only provides 1,000 API credits, suitable for testing but not production.
  • Higher concurrency and premium proxy support require paid plans starting at $49/month.
  • Some advanced features like dedicated account manager are only on the Business+ ($599/month) or custom plans.
  • There is no built-in data storage; users must handle output themselves.

12-month cost

Project the real annual outlay, including the implied monthly cost when only an annual tier is published.

Annual total
Free
Over 12 months
Effective monthly
Free
Billed monthly

Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.

Integrations

n8nZapiermakeMCP ServerChatGPTClaudeCodexCursorGeminiClaude Code

Resources & Guides

  • Resourcescrapingbee.com

    Web Scraping Without Getting Blocked · ScrapingBee

    Helpful link from scrapingbee.com

  • Resourcescrapingbee.com

    Web Scraping R · ScrapingBee

    Helpful link from scrapingbee.com

  • Resourcescrapingbee.com

    Web Scraping Csharp · ScrapingBee

    Helpful link from scrapingbee.com

  • Resourcescrapingbee.com

    Web Scraping Php · ScrapingBee

    Helpful link from scrapingbee.com

  • Resourcescrapingbee.com

    Web Scraping Ruby · ScrapingBee

    Helpful link from scrapingbee.com

  • Resourcescrapingbee.com

    Web Scraping Go · ScrapingBee

    Helpful link from scrapingbee.com

Frequently Asked Questions

Tools that pair well with ScrapingBee

Common stack mates teams adopt alongside ScrapingBee, with the specific reason each pairing earns its keep.

Spider Cloud

Spider Cloud

Fast web crawling, scraping, and search API for AI agents

K

Klippa

AI document processing with OCR, extraction, fraud detection for enterprises.

SheetAI.app

SheetAI.app

Run AI text generation, classification, and extraction inside Google Sheets with simple formulas.

Featured Head-to-Head Comparisons

Scrapingbee vs Spider Cloud

Scrapingbee vs Temporal Ai

Scrapingbee vs Screenplayiq

Alternatives to ScrapingBee

View all
Spider Cloud

Spider Cloud

Fast web crawling, scraping, and search API for AI agents

FreemiumTry
Klippa

Klippa

AI document processing with OCR, extraction, fraud detection for enterprises.

Contact SalesTry
SheetAI.app

SheetAI.app

Run AI text generation, classification, and extraction inside Google Sheets with simple formulas.

FreemiumTry

Used ScrapingBee? Help shape our editorial sentiment research.

Sign in to share

Details

Pricing
Freemium
Skill Level
Intermediate
Platforms
API, CLI, Web
API Available
Yes
Pricing & overview verified
6d ago

Categories

📊 Data & Analytics⚙️ Developer Infrastructure

Best-of guides

Best AI Tools for Data Analytics & Business IntelligenceBest AI Tools for Data AnalysisBest AI Tools for YouTube CreatorsBest AI No-Code & Low-Code Tools

Topics

AutomationAPIData Analysis

Resources

Official Website
Visit Website
RightAIChoice

The decision-making engine for discovering AI tools.

One AI tool every Friday

A 60-second editorial pick. No filler, no funnel — unsubscribe anytime.

Product

  • Browse tools
  • Categories
  • Search
  • Plan my stack
  • Find my AI tool
  • AI chat
  • Compare
  • Submit your tool

Resources

  • Best AI guides
  • Stacks
  • Blog
  • Methodology
  • Viability scoring

Company

  • About
  • Team
  • Press & brand kit
  • Contact

Your account

  • Dashboard
  • Saved tools
  • Settings
  • Sign in
  • Create account

Legal

  • Privacy
  • Terms
  • Affiliate disclosure
  • Unsubscribe

© 2026 RightAIChoice. All rights reserved.

Built for the AI community.