ScrapingBee
ScrapingBee is a French web scraping API provider, now owned by Oxylabs, that serves developers and enterprises with proxy rotation, headless Chrome rendering, AI-driven data extraction, dedicated scraper APIs for major sites, and an MCP server and CLI for AI agent workflows.
- Company typePrivate
- Founded2019
- HeadquartersParis, France
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What ScrapingBee does
ScrapingBee is a French web data infrastructure company, headquartered in Paris and acquired by Lithuania's Oxylabs Group in June 2025 for an undisclosed eight-figure sum. It operates a single unified web scraping API that abstracts away proxy rotation, headless browser rendering, and anti-bot handling, exposing both a general-purpose HTML API and a portfolio of dedicated scraper APIs for high-value targets such as Google Search, Amazon, Walmart, YouTube, ChatGPT, HomeDepot, Costco, Expedia, and Google Jobs/News/Play. On top of this core, the company offers feature modules including AI-driven data extraction from natural-language prompts, a Markdown Scraper for LLM-ready output, CSS/XPath rule extraction, JavaScript scenario execution, screenshots, and a Fast Search API returning real-time SERP data in under one second. Recent additions include a hosted Model Context Protocol (MCP) server and a CLI for AI agents integrated with ChatGPT, Claude, Codex, Cursor, Claude Code, and Gemini, positioning the platform as a data layer for agentic and RAG workflows. Native no-code connectors to Zapier, Make, and n8n extend distribution beyond pure developer audiences, and the company is SOC 2 Type II and GDPR compliant with a public Trust Center.
The business model is product-led growth with a credit-based subscription engine. Public tiers range from Freelance at $49 per month (250,000 credits, no advanced features) through Startup ($99), Business ($249, with JS rendering, premium proxies, geotargeting, and dedicated APIs), and Business+ ($599, 8 million credits, priority support), with a quote-based Custom enterprise tier and a freemium entry of 1,000 free credits that requires no credit card. Customers are billed only on successful HTTP 200/404/410 responses, and add-on credits are available for overages. The platform claims 4,000+ developers as users and a roster of named enterprise customers including SAP, Zapier, Zillow, Deloitte, WooCommerce, Outreach, KAYAK, BREX, Trader Joe's, Trainline, and Interhyp, spanning use cases in AI data pipelines, e-commerce price and review monitoring, market intelligence, GTM lead enrichment, fintech alternative data, and cybersecurity threat intelligence. Post-acquisition, ScrapingBee continues to operate as a French API provider within the Oxylabs group, with stated headcount of 1-10 in source data (likely outdated given product breadth) and no disclosed revenue or funding history beyond an early TinySeed participation in 2020.
ScrapingBee firmographics
Firmographics- Name
- ScrapingBee
- Legal name
- ScrapingBee
- Website
- https://scrapingbee.com
- Company type
- Private
- Founded year
- 2019
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- ScrapingBee is a French web scraping API provider, now owned by Oxylabs, that serves developers and enterprises with proxy rotation, headless Chrome rendering, AI-driven data extraction, dedicated scraper APIs for major sites, and an MCP server and CLI for AI agent workflows.
- Ownership category
- akta.pro rank
ScrapingBee industry classification
Industry- Product category
- Web Scraping API
- akta.pro primary industry
- Web Application Security (WAF, RASP) (HDADACAA)
- akta.pro secondary industry
- Bot Management & Credential Stuffing Protection (FSAMALAG)
Keywords
Where ScrapingBee is headquartered
LocationHeadquarters
- HQ city
- Paris
- HQ country
- France
- HQ region
- Europe
Offices1 record
Markets served
ScrapingBee business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Infrastructure, Technology or R&D, Supply Chain, Personnel, Marketing or Sales, Operations
Revenue model
- API credit subscriptions: Recurring monthly subscriptions priced by tiers of API credits (Freelance $49/250k, Startup $99/1M, Business $249/3M, Business+ $599/8M), with credit-based usage consumption — basic request costs 1 credit, while features like JS rendering, premium proxies, and AI extraction cost more. Customers can upgrade mid-cycle or purchase add-on credits.
- Custom enterprise plans: Quote-based 'Custom' tier for large customers requiring custom credit volumes, higher concurrency, dedicated account manager, team management, and priority email support.
- Credit overages and add-ons: Usage-based add-on purchases when customers exceed monthly credits before renewal; one-time add-on credits available without waiting for the next billing cycle.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Freelance plan for individual developers |
| Subscription | Monthly | Startup plan recommended for small teams |
| Subscription | Monthly | Business plan recommended for scaling teams |
| Subscription | Monthly | Business+ plan for larger workloads |
| Other | Multi-year contract | Custom enterprise plan |
| Freemium | Pay-as-you-go | Free trial |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels8 records
ScrapingBee product offering
Product offeringCore offering
ScrapingBee operates a unified web scraping API that fetches public web pages, renders JavaScript in headless Chrome, rotates residential and stealth proxies, and handles anti-bot logic behind a single REST endpoint. On top of the core HTML API it sells a portfolio of dedicated site-specific scraper APIs (Google, Amazon, Walmart, YouTube, ChatGPT, HomeDepot, Costco, Expedia, Google Jobs, Google News, Google Play) plus AI-driven natural-language extraction, and distributes the capability through an MCP server, CLI, and no-code connectors.
Product overview
ScrapingBee is a unified web scraping API platform with a core HTML API and a portfolio of add-on feature modules plus dedicated, ready-to-use scraping APIs. The core HTML API handles page fetching, JavaScript rendering, and proxy rotation so customers do not have to manage proxies or headless browsers; on top of it sit feature modules including the AI Web Scraping API (AI Data Extraction / AI Query), Markdown Scraper, CSS/XPath Data Extraction, JavaScript Scenario, Screenshots, and the ScrapingBee CLI for AI Agents. A separate set of dedicated scraping APIs (Amazon, Walmart, Google Search, Fast Search, YouTube, ChatGPT, HomeDepot, Costco, Expedia, Google Jobs, Google News, Google Play) returns ready-to-use structured data for specific sites. The platform also ships a hosted MCP Server for AI agents and native no-code connectors to Zapier, Make, and n8n, plus a Python SDK, making the offering a single API-plus-modules product rather than multiple disconnected products.
Differentiator
Problem solved
Functional benefit
Products and services
- HTML API Core REST API that fetches raw page content from public websites in one call, handling proxies, headless browser rendering, and anti-bot logic so developers can run custom parsers and data pipelines without managing infrastructure. Used by developers, startups, and enterprises for general-purpose scraping workflows.
- AI Web Scraping API (AI Data Extraction) Standalone AI-powered extraction API where users describe the fields they need in natural language and receive structured JSON or Markdown back, eliminating the need to write custom CSS or XPath selectors. Targeted at AI developers, RAG pipelines, and teams building LLM-ready data workflows.
- Fast Search API Dedicated scraping API returning real-time search engine results (SERP) in under one second for AI, monitoring, analytics, and search-driven workflows. Targeted at SEO monitoring, AI retrieval, and competitive intelligence use cases.
- Google Search API Dedicated endpoint returning Google search data including organic results, ads, news, and maps without custom parsing. Used by SEO tools, market intelligence platforms, and competitive research teams.
- Amazon API Dedicated endpoint collecting Amazon product, pricing, and review data for monitoring, analytics, and competitive research. Targeted at e-commerce price intelligence, catalog monitoring, and brand tracking teams.
- Walmart API Dedicated endpoint pulling Walmart product, pricing, and review data in one scraper API call for monitoring, analytics, and competitive research. Targeted at retail price intelligence and competitor tracking teams.
- YouTube API Dedicated endpoint providing YouTube search results, video metadata, comments, and transcripts in a ready-to-use format. Used by content analytics platforms, creator tools, and market research teams.
- ChatGPT API Dedicated endpoint that generates and collects ChatGPT responses in JSON, Markdown, or plain text for analysis, monitoring, and downstream workflows. Targeted at AI evaluation, prompt monitoring, and LLM application teams.
- HomeDepot Scraper API Dedicated scraper API for HomeDepot product and retail data extraction, providing ready-to-use structured retail data for price and catalog monitoring.
- Costco Scraper API Dedicated scraper API for Costco product and retail data extraction, providing ready-to-use structured retail data for price and catalog monitoring.
- Expedia Scraper API Dedicated scraper API for Expedia travel data extraction, returning ready-to-use structured travel data for price monitoring and competitive research.
- Google Jobs Scraper API Dedicated scraper API for Google Jobs search results, returning ready-to-use structured job-listing data for labor market intelligence and HR tech teams.
- Google News Scraper API Dedicated scraper API for Google News results, returning ready-to-use structured news data for media monitoring, brand monitoring, and competitive intelligence teams.
- Google Play Scraper API Dedicated scraper API for Google Play app data, returning ready-to-use structured app store data for app intelligence and market research teams.
- ScrapingBee MCP Server Hosted Model Context Protocol server that gives AI agents direct access to ScrapingBee's web scraping capabilities, enabling agentic AI workflows to trigger scrapes and receive structured results.
- ScrapingBee CLI Command-line interface plus Skills for AI coding tools (ChatGPT, Claude, Codex, Cursor, Claude Code, Gemini) that lets users define scraping rules in JSON or natural language and execute them from AI agent workflows.
Companies that use ScrapingBee
Customer profileNamed customers19 records
Segments7 records
Ideal customer profiles3 records
ScrapingBee technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability8 records
Feature12 records
ScrapingBee partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered flagship and core.
- Oxylabs GroupflagshipLithuania's Oxylabs Group acquired ScrapingBee in June 2025 for an undisclosed eight-figure sum. The acquisition brings ScrapingBee's direct-to-consumer product into Oxylabs' portfolio and leverages ScrapingBee's growth to expand Oxylabs' market presence. ScrapingBee continues to operate as a French web scraping API provider under Oxylabs ownership.
- ZapiercoreScrapingBee offers a native Zapier integration listed in its Features menu, allowing users to trigger scrapes and pipe results into thousands of Zapier-connected apps without writing code. Zapier also appears as a customer logo on the homepage.
- Make (Integromat)coreScrapingBee offers a Make integration listed in its Features menu, allowing the ScrapingBee API to be dropped into any Make workflow without code.
- n8ncoreScrapingBee offers an n8n integration listed in its Features menu, allowing users to pull live web data into any n8n automation in a single node.
- Anthropic (Claude, Claude Code)coreScrapingBee's MCP server and CLI explicitly integrate with Claude and Claude Code, letting AI coding assistants use ScrapingBee directly as a web data tool.
- OpenAI (ChatGPT, Codex)coreScrapingBee's MCP server and CLI integrate with ChatGPT and Codex, and a dedicated ChatGPT API is offered for generating and collecting ChatGPT responses in JSON, Markdown, or plain text.
- Google (Google Search API)coreScrapingBee offers a dedicated Google Search API endpoint returning organic results, ads, news, maps, and more, targeted at scraping Google search results data.
- Amazon (Amazon API)coreScrapingBee offers a dedicated Amazon API for collecting Amazon product, pricing, and review data, with a stated 99% Amazon success rate.
Scale indicators8 records
Recent moves6 records
Expansion highlights5 records
ScrapingBee competitors and assessment
Company assessmentEmerging players
- SerpApi: Specialized SERP scraping API with real-time Google/Bing results. Directly competes with ScrapingBee's Fast Search and Google Search API on the search-results use case.
- Firecrawl: AI-native web scraping API optimized for LLM/RAG pipelines with Markdown output and natural-language extraction. Overlaps with ScrapingBee's AI Data Extraction and Markdown Scraper and is positioning as a developer-friendly challenger.
- Olostep: AI-ready web data API for agentic and LLM workflows. Comparable on AI-readiness positioning and was a 2026 best-of comparison publisher including ScrapingBee.
Direct peers
- ParseHub: Visual web scraping tool with an API for programmatic extraction. Comparable target customers (developers and analysts) and frequently co-listed with ScrapingBee in 2026 best-of comparisons.
- Diffbot: Knowledge-graph and AI-based web data extraction API. Comparable on structured-data extraction and enterprise data use cases that overlap with ScrapingBee's AI Web Scraping API.
- Zyte (formerly Scrapinghub): Long-standing competitor offering a managed web scraping API plus enterprise data services. Directly comparable as a developer/API-first scraping vendor named in the same 2026 comparison lists as ScrapingBee.
- Apify: Developer-focused web scraping platform offering an API, scraper marketplace, and dedicated scrapers for Google, Amazon, and social sites. Comparable to ScrapingBee on product-led developer GTM and is referenced alongside it in Apify's own 2026 roundups.
- ScraperAPI: Closely comparable self-serve web scraping API with proxy rotation, JS rendering, and dedicated endpoints. Same horizontal SaaS pricing structure and PLG motion as ScrapingBee.
- Bright Data: Largest direct competitor in the web scraping API and proxy infrastructure market. Offers comparable HTML/JS-rendering APIs, proxy rotation, and dedicated scrapers (Google, Amazon, Walmart), and is consistently named alongside ScrapingBee in 2026 best-of roundups.
Broad incumbents
- Oxylabs: Now ScrapingBee's parent company and also a direct competitor offering Web Unblocker, SERP Scraper API, and large proxy networks. Relevant both as a broad incumbent and as the acquirer that frames ScrapingBee's strategic constraints.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
ScrapingBee social profiles
Digital presenceScrapingBee compliance and trust
Trust signalCompliance2 records
ScrapingBee financial estimates
Financial estimateRevenue estimate
Valuation estimate
ScrapingBee leadership team
Management profileNumber of profiles
Profiles2 records
ScrapingBee funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ScrapingBee M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about ScrapingBee
What does ScrapingBee do?
ScrapingBee operates a unified web scraping API that fetches public web pages, renders JavaScript in headless Chrome, rotates residential and stealth proxies, and handles anti-bot logic behind a single REST endpoint. On top of the core HTML API it sells a portfolio of dedicated site-specific scraper APIs (Google, Amazon, Walmart, YouTube, ChatGPT, HomeDepot, Costco, Expedia, Google Jobs, Google News, Google Play) plus AI-driven natural-language extraction, and distributes the capability through an MCP server, CLI, and no-code connectors.
Is ScrapingBee a public or private company?
ScrapingBee is a private company. It is classified as corporate owned and is currently acquired.
When was ScrapingBee founded?
ScrapingBee was founded in 2019. It employs 11 to 50 people.
Where is ScrapingBee based?
ScrapingBee is headquartered in Paris, France, in the Europe region.
How does ScrapingBee make money?
Three revenue lines are on record. API credit subscriptions are the primary driver. The others are custom enterprise plans and credit overages and add-ons.
Who are ScrapingBee's main competitors?
Emerging players on record are SerpApi, Firecrawl and Olostep. Direct peers are ParseHub, Diffbot, Zyte (formerly Scrapinghub), Apify, ScraperAPI and Bright Data. Oxylabs is listed as a broad incumbent.
Does ScrapingBee have an API?
Yes. ScrapingBee offers a public REST-based web scraping API that lets developers fetch pages, render JavaScript, rotate proxies, and extract structured data via a single API call. Auth uses an api_key query parameter (e.g., https://app.scrapingbee.com/api/v1/?api_key=...). Features include JavaScript rendering, premium/stealth proxy rotation, country-level geotargeting, headless Chrome rendering, screenshot capture, AI extraction, CSS/XPath selectors, and JavaScript scenarios. Pricing is based on API credits (1 basic request = 1 credit, with JS rendering/premium proxies/AI extraction consuming more). Only successful HTTP 200/404/410 responses are billed. Plans range from Freelance ($49/mo, 250k credits) to Business+ ($599/mo, 8M credits, 400 concurrent) with a Custom tier. The API also exposes dedicated endpoints for Amazon, Walmart, Google Search, YouTube, ChatGPT, and Fast Search (SERP). A Python SDK (scrapingbee) is available via pip, and an MCP server is offered at https://mcp.scrapingbee.com/. Developer documentation is at www.scrapingbee.com/documentation.
What industry is ScrapingBee in?
ScrapingBee's product category is Web Scraping API. Its primary akta.pro industry code is HDADACAA, Web Application Security (WAF, RASP), with a secondary code of FSAMALAG, Bot Management & Credential Stuffing Protection.