How to Use Apify to Scrape Web Data and Build AI Pipelines
Apify is a cloud platform for web scraping and browser automation, with thousands of ready-made Actors you can run through an API. This tutorial shows…
What is Apify? Apify is a full-stack web scraping and automation cloud where developers deploy small programs called Actors to crawl websites and extract structured data. Its store offers thousands of pre-built Actors for popular platforms, and its platform handles proxies, scheduling, storage, and scaling automatically. Apify has expanded deeply into AI, providing agent tooling, an MCP server, and integrations that let LLM agents trigger scrapers and retrieve real-time web data.
Product Features
- Marketplace of thousands of pre-built scraping Actors
- Managed proxies, anti-blocking, and automatic scaling
- Scheduling, monitoring, and dataset storage built in
- MCP server and AI agent integrations for tool calling
- REST API and SDKs for JavaScript and Python
- Pay-as-you-go pricing with a free usage tier
Product Highlights
- Fast start with ready-made Actors for popular sites
- No servers to manage, with reliable cloud infrastructure
- Strong bridge between scraping and AI agent workflows
- Flexible pricing suits hobby projects and enterprises alike
Use Cases
- Extracting product, pricing, and review data at scale
- Giving AI agents a tool to fetch live web information
- Automating lead generation and contact discovery
- Monitoring social media and news sources continuously
- Building custom datasets for analytics and machine learning
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