extract by Firecrawl
/extract by Firecrawl is a powerful API service that allows users to extract structured data from any website using natural language prompts, turning entire websites into clean, LLM-ready data with a single API call.
https://www.firecrawl.dev/extract?ref=aipure
Product Information
Updated:Jun 16, 2025
extract by Firecrawl Monthly Traffic Trends
Despite the release of an open-source templates toolkit for LLM data preparation in May, extract by Firecrawl saw a 14.6% decline in traffic, suggesting that the update did not significantly impact user engagement. The decline might also be influenced by the shady reputation of web crawlers in the AI ecosystem, as highlighted in recent news.
What is extract by Firecrawl
/extract by Firecrawl is a revolutionary web scraping solution currently in open beta that simplifies the process of extracting structured data from websites. It eliminates the traditional complexities of web scraping by allowing users to specify what data they want using simple natural language prompts instead of writing complex scraping scripts. The service is designed for various use cases including lead enrichment, AI onboarding, KYB (Know Your Business), and dataset creation, making it an ideal tool for businesses, developers, and data scientists who need to gather web data efficiently.
Key Features of extract by Firecrawl
/extract by Firecrawl is a powerful web scraping API that allows developers to extract structured data from any website using natural language prompts, without writing complex scraping scripts. It can transform web content into clean, LLM-ready data formats through a single API call, handling everything from JavaScript rendering to rate limits automatically, and supports both single-page and entire website extraction.
Prompt-Based Extraction: Extract structured data using natural language prompts instead of writing complex scraping code or defining rigid schemas
Automatic Content Understanding: AI-powered semantic understanding of content that adapts automatically to site changes without breaking scripts
Scalable Processing: Handles both single pages and entire websites in one API call with automatic infrastructure management for rate limits and large-scale extraction
Clean Data Output: Delivers data in well-structured formats ready for LLM applications, with support for markdown and JSON outputs
Use Cases of extract by Firecrawl
Lead Enrichment: Automatically gather and structure company and contact information from various web sources for sales and marketing teams
KYB (Know Your Business) Automation: Extract and verify business information from multiple sources for compliance and due diligence processes
Dataset Creation: Build comprehensive datasets from web sources for AI training, testing, and research purposes
Competitor Monitoring: Track and analyze competitor websites for pricing, product information, and market intelligence
Pros
No coding required for basic extractions thanks to natural language prompts
Handles complex websites including JavaScript-rendered content
Scalable infrastructure that manages rate limits and large volumes automatically
Cons
Token-based pricing may become expensive for large-scale extractions
Limited support for password-protected pages
Still in beta phase, which might mean potential stability issues
How to Use extract by Firecrawl
Sign up and get API key: Sign up at firecrawl.dev to get your API key. You can start with the free tier which includes 500K tokens. No credit card required.
Install SDK (Optional): Install one of Firecrawl's SDKs (Python, Node, Go, or Rust) or use the REST API directly with cURL. The Python SDK can be installed via pip install firecrawl-py
Define extraction schema or prompt: You can either define a schema for structured data extraction or simply write a natural language prompt describing what data you want to extract from the webpage
Make API call to /extract endpoint: Call the /extract endpoint with your API key, target URL, and schema/prompt. The endpoint is asynchronous and will return a job ID
Check extraction status: Use the job ID to check the status of your extraction job. Once complete, you'll receive the structured data in JSON format
Process extracted data: Use the clean, structured JSON data returned by Firecrawl for your application needs - whether it's lead enrichment, KYB automation, training data collection etc.
extract by Firecrawl FAQs
Extract is a new feature by Firecrawl that allows users to extract structured data from any website using natural language prompts through a single API call, eliminating the need for manual scraping and broken scripts.
extract by Firecrawl Video
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Analytics of extract by Firecrawl Website
extract by Firecrawl Traffic & Rankings
739K
Monthly Visits
#47499
Global Rank
#535
Category Rank
Traffic Trends: Jan 2025-Jun 2025
extract by Firecrawl User Insights
00:03:26
Avg. Visit Duration
6.88
Pages Per Visit
41.07%
User Bounce Rate
Top Regions of extract by Firecrawl
US: 27.27%
IN: 8.05%
CN: 7.8%
GB: 5.69%
FR: 4.17%
Others: 47.02%
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