Scrapy is a web scraping framework to extract structured data from websites. It is the leading open source Python framework for web scraping with asynchronous requests, parallel crawling, and built-in data handling ideal for handling millions of records efficiently.

Scrapy is a fast Python framework with asynchronous requests, parallel crawling, and built-in data handling. It is maintained by Zyte (formerly Scrapinghub) and many other contributors. Scrapy combines the functionalities of an HTTP client and a parser with many built-in and third-party middleware for managing proxies, data cleaning, storage, and more. In Scrapy, spiders are Python classes that define how to follow links and extract data from websites. Scrapy uses CSS selectors to extract data from HTML pages efficiently. An asynchronous engine crawls many pages at once, with retries, throttling, and caching handled automatically. Scrapy is the most popular web scraping framework and remains the industry standard for large-scale data extraction. It requires Python 3.10+ and is cross-platform.
Agentic GTM brain for messaging and personalized outreach
Octave is an end-to-end AI-powered Go-To-Market platform that helps teams build messaging, find ideal customers, generate hyper-personalized outreach in seconds, and accelerate growth. Octave combines messaging strategy with AI-driven outbound execution.
Enterprise-grade Agentic AI Platform for CX and EX Automation
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Process orchestration for revenue teams
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