Apify is a cloud-based platform built for web scraping, data extraction, and browser automation. It lets developers build tools called "Actors," which are serverless programs that pull data from websites and run on Apify's infrastructure. Non-coders can skip straight to using 15,000+ ready-made Actors from the Apify Store. Whether you're tracking prices, scraping leads, or feeding data into an AI pipeline, Apify is the right tool for all of these.

What is Apify?

Apify is a platform that turns websites into usable, structured data. You point it at a site, and it pulls the information you need, whether it's products, prices, reviews, and even contact details. It runs on the cloud, so you don't need to manage servers or worry about scale.

Apify's features and capabilities:

Apify’s core features make it a go-to platform for automation, AI-driven data workflows, and web scraping. Here are five of its key capabilities:

1. Actor System

Apify Actors are reusable, cloud-hosted programs that handle scraping and automation tasks without you needing to manage any infrastructure. Each Actor is self-contained, meaning it runs, scales, and stores data on its own.

2. Apify Store

The Store offers 15,000+ Actors covering everything from Amazon product data to social media monitoring and competitive analysis.

3. Built-in proxy rotation, CAPTCHA solving, and JavaScript rendering

These features handle the most common reasons scrapers get blocked, so you don't have to deal with bot detection and anti-bot measures yourself.

4. Scheduling system, cloud storage, and a full API

The scheduling system lets you automate recurring data collection jobs without manual intervention, while cloud storage keeps your extracted data organized and accessible. The full API allows you to plug Apify into your existing business tools and data workflows seamlessly.

5. AI workflow integrations

Apify connects to tools through its data pipelines, making it straightforward to feed live web data into LLMs and vector databases. It also has an MCP server that lets AI assistants like Claude discover and trigger Actors as tools, which allows for data collection workflows.

How does Apify perform data extraction and web scraping?

Apify uses headless browsers, which are invisible to Chrome, to load and interact with web pages just like a real user would. This matters because most modern websites are JavaScript-heavy and won't display data without first rendering it.

Once a page loads, the Actor pulls the relevant content and saves it in a clean format, such as JSON, CSV, or Excel. Proxy rotation keeps requests from getting blocked, and CAPTCHA solvers handle security checks automatically. You can set it to run on a schedule, which fully automates the data collection process.

Who should use Apify?

Apify is built for anyone who needs reliable, scalable access to web data. Here’s who should get the most out of this platform:

• Developers: Through Apify’s SDK and cloud-hosted Actor system, they can build, deploy, and monetize custom scrapers without managing infrastructure.
• Marketers and sales teams: They can use it for lead generation, competitor tracking, and brand mention monitoring across social media and other web sources.
• Data analysts and researchers: These users can pull large, structured datasets from the web for reporting, trend analysis, and data-driven decision-making.
• E-commerce businesses: With Apify, online stores can monitor product prices, track inventory changes, and run competitive analysis across e-commerce sites in real time.
• SEO professionals: Through Apify, they can scrape search engines for keyword data, SERP features, and competitor content strategies at scale.
• AI and LLM builders: They feed training data and vector databases with fresh, real-world content through clean, automated data pipelines.
• Enterprises and global technology leaders: They can run production-grade automation workflows on Apify's robust infrastructure with SOC2, GDPR, and CCPA compliance built in.
• Early-stage AI startups: Startups can take advantage of the AI Startup Pack and AI credits to build data-heavy products without the overhead of managing scraping infrastructure themselves.

Apify pricing: Is it worth it?

Apify's free plan gives you $5 in monthly compute credits with no credit card required, making it a solid starting point for testing the platform before committing to anything.

For users who need more, here's what the paid plans offer:

• Starter ($29/month): The Starter plan provides users with $29 in prepaid usage, chat support, and a Bronze discount on Apify Store Actors. It's a good entry point for individuals or small teams running scraping jobs at a moderate pace.
• Scale ($199/month): This tier offers increased prepaid usage to $199, a lower compute rate at $0.25 per compute unit, and a Silver Store discount. It also comes with priority chat support and 128 concurrent Actor runs, making it ideal for teams that require higher data collection.
• Business ($999/month): This plan includes $999 in prepaid usage, a Gold Store discount, and a dedicated account manager. At $0.20 per compute unit and 256 concurrent runs, it's built for teams running production-grade automation at scale.
• Enterprise (custom pricing): This subscription tier offers custom scraping solutions tailored to organizational needs. Pricing is negotiated directly with Apify's sales team.

Apify vs modern web scraping tools

Compared to competitors, such as ScrapingBee, Zyte, and Bright Data, Apify sits in a different category. Here’s how this platform stacks up against other tools:

Apify vs ScrapingBee

ScrapingBee is a clean, easy-to-use scraping API that handles proxy rotation, JavaScript rendering, and CAPTCHA solving through a single API call. It's a decent option for developers who need a quick solution for small-to-medium data collection. However, it has no scheduling, cloud storage, or built-in data workflows. Apify does all of that and more, making it the better long-term pick for teams that need production-grade automation without stitching together other tools to fill the gaps.

Apify vs Zyte

Zyte uses machine learning to automate data extraction and handle anti-bot detection, making it a reliable option for scraping complex websites and e-commerce sites at scale. It’s the perfect tool for conducting legal web data collection on GDPR-compliant sites.

The only concern with it is its multi-product structure, and the pricing list can be complex. And the platform isn't as unified as Apify's site. In this case, Apify makes a more practical choice for teams that need compliance plus a full-stack data platform with AI integrations and a ready-made Actor library.

Apify vs Bright Data

Bright Data has the most powerful proxy network in the game: residential, mobile, ISP, and datacenter IPs covering nearly every region on the planet. It's the go-to for global technology leaders running high-volume, mission-critical data collection where uptime and IP diversity are everything. But that power comes at a cost: the setup is complex, pricing is steep, and it's not built for teams that want to get moving quickly.

Apify handles most of the same scraping challenges with far less overhead. Plus, it adds pre-built Actors, AI data pipelines, and a developer marketplace that Bright Data simply doesn't offer.

FAQs:

Can Apify scrape Google's "People Also Ask" boxes?

Yes, there are Actors in the Apify Store designed for scraping Google SERPs, including "People Also Ask" boxes. These Actors render the full page and extract the questions, expanded answers, and linked sources. This makes Apify useful for SEO research, content planning, and competitor analysis.

How does Apify's Actor Marketplace work?

The Apify Store is a marketplace where developers publish Actors, which are scraping and automation tools that others can run using the platform. Anyone can browse by category, use case, or source site and run an Actor instantly without writing a single line of code. Developers earn money when others use their Actors, and Apify handles billing, payouts, and infrastructure on their behalf.

Can Apify Actors scrape any site?

Most sites, yes, but not all and not without some nuance.

Apify handles JavaScript rendering, CAPTCHAs, and IP blocks well, which covers the majority of use cases. Some sites have aggressive anti-bot systems that require more sophisticated workarounds, and no tool guarantees 100% success on every target. There are also legal considerations, as scraping public data is fine, but violating a site's terms of service or scraping private data is a different matter.

Which platforms can you integrate with Apify?

One of Apify’s strengths is its ability to integrate with other platforms, helping users automate workflows, connect web data, or build AI pipelines. That said, the platform supports a range of integrations across automation, AI, and developer tooling.

Here are tools you can connect with Apify:

• Zapier – connect Apify Actors to thousands of apps without writing code.
• Make – build visual, multi-step automation workflows using Apify as a data source.
• n8n – a flexible, open-source workflow tool that plugs directly into Apify's Actor runs.
• LangChain – feeds live web data from Apify straight into LLM-powered applications and AI agents.
• Hugging Face – use Apify-collected datasets to train and fine-tune machine learning models.
• Vector databases – pipe structured web data from Apify into vector stores for AI search and retrieval workflows.
• MCP server – lets AI assistants like Claude discover and trigger Actors programmatically as tools.
• Apify REST API – for custom integrations with any platform or internal business tools not covered above.

What are the AI agents on the Apify platform?

Apart from scraping data, Apify's AI agents are Actors that take actions, make decisions, and complete multi-step tasks on the web. They're built to work alongside tools like LangChain, making them useful for things like automated research, lead enrichment, and content monitoring.

Developers can build custom AI agents using Apify's SDK or grab ready-made ones from the Store. It's one of the platform's fastest-growing areas, especially as more teams look to connect live web data with AI models.