What is Apify's role in AI workflows?

Apify is a cloud platform for web scraping, automation, and data extraction. It enables AI workflows by extracting and structuring web data for training, fine-tuning, or prompting large language models (LLMs); running AI agents as serverless Actors, which can process data, interact with APIs, and automate complex tasks; and integrating with vector databases and AI frameworks for real-time data enrichment.

How do I build an AI agent on Apify?

AI agents on Apify are built as Actors, which are serverless cloud programs. To build one, you define prompts, select an LLM like GPT-4, add tools for external interactions, and use an agentic framework. Apify provides templates and tools for rapid development in Python, JavaScript, or TypeScript.

Can I monetize my AI agent on Apify?

Yes, Apify supports usage-based monetization where you define chargeable events, such as per API call or per dataset, implement charging logic in your code, and then configure Pay-Per-Use (PPE) settings before publishing your agent.

How do I integrate Apify with AI frameworks like LangChain?

You can use Apify Actors to extract and structure data, then load that data into your AI application, such as LangChain, for further processing. Apify's API also allows programmatic access to datasets for seamless integration.

What are the benefits of using Apify for AI?

The benefits of using Apify for AI include serverless execution, meaning no infrastructure management is needed; stateful execution, allowing agents to have memory for multi-step workflows; scalability to handle small to massive data volumes; an extensive tool ecosystem with over 6,000 pre-built Actors for common tasks; and monetization through usage-based charging for your agents.

How do I configure input and output for an AI agent?

To configure input and output for an AI agent, you define inputs such as URL, JSON, or text query, and outputs like text response or structured data. You can also use Apify's input schema to auto-generate a user interface for non-coders and store results in Apify Datasets for easy export.

Can I use Apify without coding?

Yes, Apify offers No-code Actors in its Store for common tasks, configurable input forms for running complex Actors without coding, and Professional Services for custom solutions.

How do I connect Apify to other AI tools?

You can connect Apify to other AI tools by using Apify's API to fetch data programmatically, integrating with platforms like n8n, CrewAI, or LangChain, and automating workflows with scheduled runs and integrations.

What data formats does Apify support?

Apify supports structured data like JSON and CSV, as well as text, images, PDFs, and vector embeddings for machine learning.

How do I get support or learn more?

To get support or learn more, you can refer to the Apify Docs documentation, the AI Agent Tutorial in the Academy, the n8n Community, or the Apify Help Center.

Apify

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Apify is a cloud platform that scrapes real-time web data from any website, organizing it for your AI apps and agents. It helps train AI models, conduct market research, and power smart tools by providing structured information like social media posts, product details, or business reviews.

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Overview Features Use Cases FAQ Integrations Pricing

About Apify

Who It's For

This tool is for anyone building AI apps or agents needing web data. It's useful for social media monitoring, competitive research, lead generation, or product studies. Both coders (Python, JavaScript) and non-coders can use it.

What You Get

You get structured data from websites like TikTok, Google Maps, Instagram, and Amazon. Extract reviews, prices, contacts, social posts, or website text. This clean data helps train AI models or feeds directly into your applications.

How It Works

Apify uses "Actors," automated cloud programs that scrape web data. Choose ready-made Actors or build your own. They run in the cloud, so no server management is needed. Easily connect this data with other AI tools via its API.

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Features & Capabilities

⚙️ Core Data Extraction

Specialized Web Scrapers

Offers a wide library of pre-built Actors for extracting data from platforms like TikTok, Google Maps, Instagram, and Amazon.

AI-Ready Content Extraction

Crawls websites to extract and format text content optimized for AI models, LLMs, and RAG pipelines.

Real-time Data Delivery

Provides up-to-date web data directly consumable by AI applications, agents, and for various research purposes.

Flexible Data Export Options

Supports downloading scraped data in multiple formats including JSON, CSV, and Excel.

🔗 Integration & Workflow Automation

Programmable API Access

Allows users to run, schedule, and monitor any Actor programmatically through a robust API.

Extensive Third-Party Connectors

Integrates seamlessly with popular tools such as Zapier, GitHub, Google Sheets, and Pinecone.

Automated Scraper Scheduling

Enables setting up recurring runs for Actors to ensure continuous data flow without manual intervention.

💻 Developer Flexibility & Infrastructure

Open-Source Framework Compatibility

Supports development in Python and JavaScript, integrating with tools like Playwright, Puppeteer, Selenium, and Crawlee.

Managed Cloud Infrastructure

Automatically handles scaling, computing, storage, proxy rotation, and authentication for deployed Actors.

💰 Actor Publishing & Monetization

Actor Marketplace for Creators

Provides a platform for developers to publish and sell their custom data extraction Actors to a wide audience.

Zero Upfront Publishing Costs

Allows developers to publish Actors for free, with customers covering computing resources.

Automated Billing & Payouts

Manages payments, taxes, and invoicing for published Actors, providing creators with net monthly payouts.

Use Cases

Fueling AI Model Training and Enrichment

AI and machine learning teams struggle to acquire fresh, structured web data essential for training, fine-tuning, and enriching their models. Apify provides pre-built and custom Actors to efficiently scrape and structure diverse web content, enabling a continuous data supply for LLMs, RAG pipelines, and vector databases, thereby accelerating AI development and improving model accuracy.

Technology, B2B SaaS, AI DevelopmentFor: AI/ML Engineers, Data Scientists, Product Developers

Enhancing Competitive Intelligence and Market Research

Businesses require up-to-date information on competitors, market trends, and customer sentiment across diverse online sources. Apify's robust scrapers for platforms like Amazon, Google Maps, and social media efficiently extract key data such as product details, pricing, customer reviews, and social engagement, providing critical insights for strategic planning and informed decision-making.

E-commerce, Retail, Marketing, ConsultingFor: Market Analysts, Business Intelligence Teams, Product Managers

Accelerating B2B Lead Generation and Sales Outreach

Sales and marketing professionals face challenges in identifying and acquiring accurate contact information for potential leads efficiently. Apify's specialized scrapers, particularly the Google Maps Scraper, can extract detailed business and contact information, including full names, emails, and job titles, enabling sales teams to build targeted lead lists and personalize outreach at scale.

B2B Sales, Marketing, RecruitmentFor: Sales Development Representatives, Account Executives, Marketing Operations

Streamlining Social Media Monitoring and Brand Insights

Brands and marketing teams need continuous insights into their social media presence, audience engagement, and competitor activities across platforms like TikTok, Instagram, and Facebook. Apify's social media scrapers automate the extraction of posts, comments, follower data, and other metrics, providing real-time data for sentiment analysis, trend identification, and effective brand management strategies.

Marketing, Public Relations, MediaFor: Social Media Managers, Brand Strategists, Marketing Analysts

Building and Monetizing Custom AI Agents and Data Products

Developers and entrepreneurs often face high barriers to entry when building and scaling data-intensive AI agents or SaaS applications, including infrastructure management and monetization. Apify offers a serverless platform to build and deploy custom AI Actors, handling scalability, billing, and providing a marketplace to reach users, enabling creators to focus on agent logic and generate revenue without operational overhead.

B2B SaaS, Technology, Startup EcosystemFor: AI Developers, SaaS Founders, Entrepreneurs, Freelance Programmers

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About Apify

Who It's For

What You Get

How It Works

Stay in the loop

Give your AI a memory

Features & Capabilities

⚙️ Core Data Extraction

🔗 Integration & Workflow Automation

💻 Developer Flexibility & Infrastructure

💰 Actor Publishing & Monetization

Use Cases

Fueling AI Model Training and Enrichment

Enhancing Competitive Intelligence and Market Research

Accelerating B2B Lead Generation and Sales Outreach

Streamlining Social Media Monitoring and Brand Insights

Building and Monetizing Custom AI Agents and Data Products

Frequently asked questions

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