ScrapeGraphAI
ScrapeGraphAI provides an AI-powered web scraping API that uses large language models to extract structured data from any website via natural-language prompts. It serves developers, AI engineers, and data teams through Python and JavaScript SDKs, an MCP server, AI agent integrations, and a browser extension.
- Company typePrivate
- Founded2023
- Headquarters—
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What ScrapeGraphAI does
ScrapeGraphAI is a private developer tools company that operates an AI-powered web scraping API accessed primarily via Python and JavaScript SDKs, a CLI, and an MCP server for AI assistants. Its core product exposes five REST endpoints, scrape (multi-format page fetch), extract (natural-language-prompt-driven structured JSON), search (web search plus extraction in one call), crawl (multi-page traversal with progress tracking), and monitor (scheduled change detection with webhook delivery), that return structured data, markdown, HTML, screenshots, links, and images. The platform uses large language models to interpret web pages semantically, eliminating CSS selectors and providing self-healing extraction when sites change, and bundles JavaScript rendering, proxy rotation, and anti-bot bypass into every request. The underlying open-source library has accumulated 27.3k+ GitHub stars and over one million unique users, with the company reporting 40M+ webpages processed.
The business is monetized through tiered API subscriptions billed monthly or annually (Free with 500 one-time credits; Starter $20/month; Growth $100/month; Pro $500/month; Enterprise custom with SLAs), plus non-expiring credit top-up packs that scale by volume. All paid plans are SOC 2 Type I compliant. Go-to-market is product-led: developers discover ScrapeGraphAI through its open-source repository, evaluate via a free tier, and self-serve into paid plans, with a 'Book a Call' Calendly motion reserved for Enterprise contracts. Distribution extends through official integrations with AI agent frameworks (LangChain, LlamaIndex, CrewAI, Agno, Vercel AI, LiteLLM, Hermes), workflow automation platforms (n8n, Zapier, Make), an MCP server, and a Firefox/Chrome browser extension, plus PyPI and npm SDK distributions.
The company was founded in 2023 and is led by Lorenzo Padoan (Founder & CEO) alongside co-founders Francesco Zuppichini and Marco Vinciguerra. It operates as ScrapeGraphAI, Inc., a US-domiciled private corporation with no disclosed external funding rounds, indicating founder- or self-funded capital structure. Strategic positioning emphasizes AI-first scraping with a self-service developer model; recent moves include a complete V2 platform rewrite (migrating from FastAPI to Hono), browser extension launch, and entry into the NVIDIA Inception Program.
ScrapeGraphAI firmographics
Firmographics- Name
- ScrapeGraphAI
- Legal name
- ScrapeGraphAI, Inc.
- Website
- https://scrapegraphai.com
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- ScrapeGraphAI provides an AI-powered web scraping API that uses large language models to extract structured data from any website via natural-language prompts. It serves developers, AI engineers, and data teams through Python and JavaScript SDKs, an MCP server, AI agent integrations, and a browser extension.
- Ownership category
- akta.pro rank
ScrapeGraphAI industry classification
Industry- Product category
- AI Web Scraping API
- NAICS
- Web Search Portals and All Other Information Services (519290)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Dataset Discovery, Marketplaces & Licensing (HDAAALAE)
Keywords
ScrapeGraphAI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Infrastructure, Personnel, Marketing or Sales, Operations
Revenue model
- API Subscription Plans: ScrapeGraphAI generates revenue through tiered subscription plans billed monthly or annually (with 15% annual savings). Plans range from Free (500 one-time credits) to Starter ($20/month, 10,000 credits), Growth ($100/month, 100,000 credits), Pro ($500/month, 750,000 credits), and Enterprise (custom pricing with ad-hoc credits, custom rate limits, dedicated support, and SLA guarantee). Credits are consumed per API call based on operation type and format selected.
- Credit Top-Ups: Additional credit packs that never expire and stack on top of monthly subscriptions. Small pack: $5 for 1,000 credits ($5.00/1k); Medium: $40 for 10,000 credits ($4.00/1k); Large: $150 for 50,000 credits ($3.00/1k). Provides volume discounts for high-volume users beyond their plan limits.
- Enterprise Custom Contracts: Custom Enterprise tier with ad-hoc credits, custom rate limits, dedicated support, and SLA guarantee. Revenue derived from negotiated multi-year contracts with large organizations requiring guaranteed service levels.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free Plan - For getting started with 500 one-time API credits |
| Subscription | Monthly | Starter Plan - For individuals with 10,000 credits per month |
| Subscription | Monthly | Growth Plan - For growing businesses with 100,000 credits per month |
| Subscription | Monthly | Pro Plan - For data-driven teams with 750,000 credits per month |
| Subscription | Multi-year contract | Enterprise Plan - For large organizations with custom billing |
| Unit Pricing | Pay-as-you-go | Credit Top-Up Packs - Additional credits that never expire and stack |
Go-to-market motion1 record
Distribution channels7 records
Marketing channels8 records
ScrapeGraphAI product offering
Product offeringCore offering
ScrapeGraphAI provides an AI-powered web scraping API that uses large language models to extract structured data from any website through natural language prompts instead of CSS selectors or XPath. The unified API exposes five endpoints (scrape, extract, search, crawl, monitor) and bundles JavaScript rendering, proxy rotation, and anti-bot bypass into every request. It is sold to developers and AI engineering teams as a tiered subscription SaaS with usage-based credit pricing.
Product overview
ScrapeGraphAI is an AI-powered web scraping platform built around a unified API. The core product is the ScrapeGraphAI API, which offers five primary endpoints: scrape (multi-format page extraction), extract (structured JSON via natural language prompts with optional Pydantic schema validation), search (web search plus extraction), crawl (multi-page site traversal), and monitor (scheduled change detection with webhooks). These endpoints are accessed via official Python and JavaScript SDKs, a CLI tool, and an MCP server for AI assistants. A browser extension provides point-and-click scraping directly in Firefox and Chrome. The platform bundles JavaScript rendering, proxy rotation, and anti-bot bypass into every API request at no extra cost.
Differentiator
Problem solved
Functional benefit
Products and services
- ScrapeGraphAI API Unified REST API (v2-api.scrapegraphai.com) that uses LLMs to extract structured data from any website via natural language prompts. Includes scrape, extract, search, crawl, and monitor endpoints, with bundled JavaScript rendering, proxy rotation, anti-bot bypass, and AI inference per request. Sold as a SaaS subscription with tiered plans for developers, teams, and enterprise customers.
- ScrapeGraphAI Browser Extension AI-powered browser extension available on the Firefox Add-ons Store and Chrome Web Store that enables prompt-driven web scraping directly in the browser without writing code or calling APIs. Targets non-technical users who want point-and-click data extraction from any website.
Quantifiable outcome
- 96% field accuracy on e-commerce product data extraction, returning all 8 required fields correctly typed with zero setup time
- +4 more outcomes
Companies that use ScrapeGraphAI
Customer profileNamed customers6 records
Segments5 records
Ideal customer profiles3 records
ScrapeGraphAI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration16 records
AI capability7 records
Feature8 records
ScrapeGraphAI partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered core and minor.
- LangChaincoreOfficial LangChain integration allowing ScrapeGraphAI to be used as a native tool within LangChain agents. Developers can define ScrapeGraphAI as a tool in LangChain agent workflows for web scraping capabilities. Full documentation available at docs.scrapegraphai.com/integrations/langchain.
- LlamaIndexcoreOfficial LlamaIndex integration enabling ScrapeGraphAI to be used as a data connector within LlamaIndex-based applications, particularly for RAG pipelines that need structured web data.
- CrewAIcoreOfficial CrewAI integration allowing ScrapeGraphAI to be used as a tool within CrewAI multi-agent workflows. Enables autonomous research agents to scrape web data as part of collaborative agentic tasks.
- MCP (Model Context Protocol)coreOfficial MCP server implementation enabling AI assistants (Claude Desktop, Codex, Gemini) to use ScrapeGraphAI as a tool directly through the Model Context Protocol. Available at github.com/ScrapeGraphAI/scrapegraph-mcp.
- n8ncoreOfficial n8n integration allowing ScrapeGraphAI to be used within n8n workflow automation platform. Users can build scraping workflows in n8n's visual workflow editor.
- ZapiercoreOfficial Zapier integration enabling ScrapeGraphAI to be connected to 6,000+ Zapier-supported applications. Users can build no-code workflows that trigger scraping based on events in other apps.
- NVIDIA Inception ProgramminorScrapeGraphAI is a member of the NVIDIA Inception Program, which supports cutting-edge AI startups with access to NVIDIA technology, resources, and technical support.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
ScrapeGraphAI competitors and assessment
Company assessmentBroad incumbents
- Diffbot: AI-powered web data extraction platform offering knowledge graph APIs and structured data products. Established alternative in the AI-driven structured extraction space, more focused on large enterprise customers.
- Bright Data: Large, established web data platform offering proxy networks, scraping APIs, and datasets. A much larger incumbent with broader portfolio overlapping ScrapeGraphAI's extraction capabilities but also serving large enterprise data needs.
- Zyte (formerly Scrapinghub): Long-standing web data extraction company offering Scrapy Cloud, AI-powered extraction, and enterprise scraping services. Established incumbent serving enterprise customers with overlapping developer/API products.
- Oxylabs: Public web data gathering platform offering proxies, Scraper APIs, and ready-to-use datasets. Established player with broader enterprise focus and significant proxy infrastructure scale.
Direct peers
- Firecrawl: AI-powered web scraping API that converts websites into clean markdown or structured data for LLM applications. Directly competes with ScrapeGraphAI in the developer-focused AI web scraping category with a similar PLG motion.
- Nimbleway: Web data extraction and proxy infrastructure platform used by enterprises for public web data. Competes with ScrapeGraphAI in AI-assisted data extraction workflows and is explicitly named as a competitor in ScrapeGraphAI's own content.
- ScraperAPI: API-based web scraping service focused on proxy rotation, browser rendering, and structured data extraction. Direct competitor to ScrapeGraphAI's API-first developer offering with overlapping feature set.
- Apify: Full-stack web scraping and automation platform with a marketplace of pre-built scrapers (actors). Targets developers and enterprises for both ad-hoc and large-scale data extraction, overlapping ScrapeGraphAI's core use cases.
Emerging players
- Browserbase: Cloud browser infrastructure for AI agents and web automation, providing headless browsers and stealth capabilities. Adjacent to ScrapeGraphAI as underlying infrastructure for browser-based scraping, targeting the same AI agent builders.
- SerpAPI: API service for structured search engine results pages (SERPs) used by developers and AI applications. Overlaps with ScrapeGraphAI's search endpoint for use cases requiring structured web search data.
Market position
Strengths5 records
Weaknesses4 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
ScrapeGraphAI social profiles
Digital presenceScrapeGraphAI compliance and trust
Trust signalCompliance1 record
ScrapeGraphAI financial estimates
Financial estimateRevenue estimate
Valuation estimate
ScrapeGraphAI leadership team
Management profileNumber of profiles
Profiles3 records
ScrapeGraphAI funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ScrapeGraphAI 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 ScrapeGraphAI
What does ScrapeGraphAI do?
ScrapeGraphAI provides an AI-powered web scraping API that uses large language models to extract structured data from any website through natural language prompts instead of CSS selectors or XPath. The unified API exposes five endpoints (scrape, extract, search, crawl, monitor) and bundles JavaScript rendering, proxy rotation, and anti-bot bypass into every request. It is sold to developers and AI engineering teams as a tiered subscription SaaS with usage-based credit pricing.
Is ScrapeGraphAI a public or private company?
ScrapeGraphAI is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was ScrapeGraphAI founded?
ScrapeGraphAI was founded in 2023. It employs 1 to 10 people.
How does ScrapeGraphAI make money?
Three revenue lines are on record. API Subscription Plans are the primary driver. The others are credit Top-Ups and enterprise Custom Contracts.
Who are ScrapeGraphAI's main competitors?
Broad incumbents on record are Diffbot, Bright Data, Zyte (formerly Scrapinghub) and Oxylabs. Direct peers are Firecrawl, Nimbleway, ScraperAPI and Apify. Emerging players are Browserbase and SerpAPI.
Does ScrapeGraphAI have an API?
Yes. ScrapeGraphAI offers a public REST API (v2-api.scrapegraphai.com) with endpoints for scrape, extract, search, crawl, and monitor operations. The API returns structured JSON, Markdown, HTML, links, images, screenshots, and branding data. Authentication uses an API key (SGAI-APIKEY). The API is available via cURL, Python SDK (scrapegraph-py), and JavaScript SDK (scrapegraph-js). MCP (Model Context Protocol) server is also available for AI assistants. Developer documentation is at docs.scrapegraphai.com/introduction.
What industry is ScrapeGraphAI in?
ScrapeGraphAI's product category is AI Web Scraping API. Its primary akta.pro industry code is HDAAALAE, Dataset Discovery, Marketplaces & Licensing. Its NAICS code is 519290 and its SIC code is 7370.