# Web Scraping Copilot features

[Web Scraping Copilot](index.md#copilot) provides the following features:

## Code generation

Generate maintainable web scraping code with [GitHub Copilot](https://github.com/features/copilot).

![image](_static/copilot/ai-workflow-0.1.0.gif)

See [Tutorial for Web Scraping Copilot](../web-scraping/tutorials/copilot/index.md#copilot-tutorial).

## Test management

Compare extracted data to expectations, including expected exceptions, check
target pages in the embedded browser, and more.

![image](_static/copilot/test-management-1.0.0.gif)

## Project setup

Start a new project in seconds.

![image](_static/copilot/new-project-1.0.0.gif)

## Scrapy Cloud integration

If you use [Scrapy Cloud](../scrapy-cloud/get-started.md#scrapy-cloud), you can deploy your spiders with
a click, and monitor cloud jobs from the spiders view.

![image](_static/copilot/scrapy-cloud-integration-0.1.0.png)