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Apify

Automation

Web scraping platform with 24k+ ready-made Actors

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AISH Bottom Line

Apify is a cloud-based web scraping and automation platform that sits between your data sources and your workflows. It comes with 24,000+ pre-built Actors (scrapers for everything from TikTok to Google Maps) plus anti-blocking infrastructure, datacenter and residential proxies, and a marketplace where community developers earn money. The platform supports MCP for AI agents, LangChain and LlamaIndex for RAG, and Zapier/Make/n8n for automation stacks. Its one real constraint: free plan credits expire monthly, so irregular scrapers may want a usage-based alternative.

Pros & Cons

Pros

Marketplace of 24,000+ ready-made Actors

Apify Store hosts over 24,000 community- and Apify-built Actors covering popular targets including TikTok, Instagram, Google Maps, Amazon, and Facebook — with ratings, usage counts, and direct API access. Non-technical users can extract data from major platforms without writing any code. Why it matters: Dramatically reduces time-to-data for common scraping use cases; no scraper maintenance burden for end users.

Built-in anti-blocking and proxy infrastructure

Apify provides datacenter, residential, and SERP proxies with automatic IP rotation and geolocation targeting, all natively integrated into the Actor runtime. The open-source Crawlee library adds real-world browser fingerprinting, CAPTCHA handling, and headless browser support. Actors in Apify Store come pre-configured with site-specific anti-blocking — and Apify only charges for valid output, not blocked attempts. Why it matters: Teams avoid assembling separate proxy vendors and anti-bot libraries, keeping the scraping stack under one billing relationship.

Native AI and MCP integrations

Apify integrates directly with LangChain, LlamaIndex, Langflow, FlowiseAI, CrewAI, Amazon Bedrock, and Vercel AI SDK. The Apify MCP Server lets AI agents find and run Actors automatically. Use cases explicitly supported include loading vector databases, fine-tuning LLMs, and powering RAG pipelines. Why it matters: Positions Apify as a real-time web data layer for AI applications without requiring custom connector development.

Cons

Custom Actor development requires technical knowledge

Building and deploying custom Actors requires familiarity with Docker, the Apify CLI, Python or JavaScript SDKs, and concepts like input schemas and request queues. The platform is not no-code for custom scraping workflows. Impact: Non-technical users are limited to pre-built Store Actors; teams without developer resources cannot build bespoke scrapers without professional services.

Usage credits expire monthly with no rollover

Prepaid platform usage credits on all plans expire at the end of each billing cycle and do not roll over. On the free plan, services are blocked until the next monthly cycle if limits are exceeded. Impact: Teams with irregular or seasonal scraping workloads may find the subscription model less economical than pure pay-as-you-go alternatives.

Pricing

Model:Freemium
Currency:USD
Billing:Monthly / Annual
Free tier:Free Plan

Free

Individuals and developers wanting to try Apify with no commitment

Free
  • $5/month prepaid usage
  • $0.30/compute unit
  • 8 GB Actor RAM
  • 25 max concurrent runs
  • 5 datacenter IPs included
  • Residential proxies $8/GB
  • Community support
  • No Apify Store discount
  • No credit card required
Most Popular

Starter

Individual developers and small projects

$29/ mo, billed monthly ($26/mo billed yearly)
  • $29/month prepaid usage + pay as you go
  • $0.30/compute unit
  • 32 GB Actor RAM
  • 32 max concurrent runs
  • 30 datacenter IPs included (then $1/IP)
  • Residential proxies $8/GB
  • Bronze Apify Store discount
  • Chat support
  • $150/hour personal tech training

Scale

Growing teams and businesses with significant scraping needs

$199/ mo, billed monthly ($179/mo billed yearly)
  • $199/month prepaid usage + pay as you go
  • $0.25/compute unit
  • 128 GB Actor RAM
  • 128 max concurrent runs
  • 200 datacenter IPs included (then $0.80/IP)
  • Residential proxies $7.50/GB
  • Silver Apify Store discount
  • Priority chat support
  • 1 hour/quarter personal tech training

Business

Large-scale businesses with high-volume data needs

$999/ mo, billed monthly ($899/mo billed yearly)
  • $999/month prepaid usage + pay as you go
  • $0.20/compute unit
  • 256 GB Actor RAM
  • 256 max concurrent runs
  • 500 datacenter IPs included (then $0.60/IP)
  • Residential proxies $7/GB
  • Gold Apify Store discount
  • Dedicated account manager
  • 1 hour/month personal tech training

Enterprise

Enterprises needing custom scraping solutions, SLAs, and dedicated support

Custom
  • Unlimited prepaid usage
  • Custom compute unit pricing
  • Custom Actor RAM
  • Custom concurrent runs
  • Custom proxy pricing
  • Single sign-on (SSO)
  • Custom Apify Store discounts
  • Custom support level
  • Dedicated team of experts
  • SLAs with guaranteed data
  • Scalable pricing

Plans and prices can change — always verify on the vendor's site.

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AISH may earn a commission · How we fund this site

Features

Apify Store — 25,000+ Ready-Made Actors

Apify Store is a marketplace of over 25,000 pre-built web scraping and automation tools (Actors) covering social media, e-commerce, lead generation, AI, and more. Users can browse, run, and schedule any Actor instantly without writing code, with each Actor pre-configured with anti-blocking protections tailored to its target website.

Actors — Serverless Automation Programs

Actors are lightweight, containerized programs that accept JSON inputs, execute web scraping or automation tasks in the cloud, and return structured outputs. They support long-running jobs beyond a single HTTP transaction, custom memory/CPU allocation, Docker containers, and can be run locally or deployed to Apify's cloud infrastructure at scale.

Actor Standby Mode

Actor Standby mode keeps an Actor running in the background as a real-time API server, waiting for incoming HTTP requests just like a standard web server. This eliminates cold-start latency and enables synchronous, low-latency data retrieval for use cases that require immediate responses.

Apify Proxy — IP Rotation & Anti-Blocking

Apify Proxy provides datacenter (shared and dedicated), residential, and Google SERP proxy types with dynamic IP rotation, automatic health monitoring, and geolocation targeting for accessing region-specific content. Fixed IP sessions allow retaining the same IP for login-based scraping workflows, and proxies integrate natively with all Actors and the Apify SDK.

Anti-Blocking & Fingerprinting

Apify's anti-blocking stack includes CAPTCHA solving, browser fingerprinting with real-world fingerprint datasets (via Crawlee's open-source Fingerprint Suite), TLS-level HTTP clients to pass network checks, and headless browser support for JavaScript-heavy sites. Actors in the Store come pre-configured with site-specific anti-blocking, and users are only charged for successful results.

MCP Server for AI Agents

The Apify MCP Server exposes all Actors as tools accessible by AI agents via the Model Context Protocol, compatible with Claude Desktop, Claude.ai, Cursor, ChatGPT, VS Code, and other MCP clients. Agents can dynamically search Apify Store for suitable Actors, run them, and retrieve structured results — enabling autonomous web data workflows without human intervention.

Scheduled Actor Runs

Apify Schedules let users automate Actor and task execution using cron expressions with timezone and daylight saving time support, firing within one second of the scheduled time. Each schedule can trigger up to 10 Actors and 10 tasks, with configurable input overrides, notifications on failure, and management available through the Console, REST API, or SDK clients.

Structured Storage — Datasets, Key-Value Stores & Request Queues

The Apify platform provides three built-in storage types: Datasets for tabular scraping results exportable as JSON, CSV, and Excel; Key-value stores for diverse data types including JSON, HTML, and images; and Request queues for managing URL crawling order and state. All storage is accessible via Apify Console, REST API, JavaScript/Python API clients, and SDKs.

Broad Integration Ecosystem

Apify integrates natively with LangChain, LlamaIndex, CrewAI, LangGraph, Haystack, Vercel AI SDK, Mastra, Amazon Bedrock, Flowise, and Langflow for AI workflows, plus Zapier, Make, n8n, Airbyte, Pinecone, Qdrant, Milvus, Google Sheets, Slack, and GitHub for broader automation stacks. Built-in webhooks, Actor-to-Actor chaining, and a REST API with JS/Python clients provide full programmatic access.

Agentic Payments via Skyfire

Apify supports agentic payments through Skyfire, enabling AI agents to autonomously discover, run, and pay for Actor executions using pre-funded Skyfire PAY tokens — without requiring a traditional Apify account. Agents authenticate API calls with a Skyfire token header, and billing charges only actual compute usage, with unused funds returned to the Skyfire wallet on token expiry.

Integrations

MCP ServernativeWebhooksnativeREST APIapiAPI ClientsapiActor-to-ActornativeLangChainapiLlamaIndexapiVercel AI SDKapiCrewAIapiLangflowapiFlowiseAIapiMastraapiAmazon BedrockapiBotpressnativeLindynative

Use Cases

AI/ML engineers and data scientists building generative AI models

Teams use Apify's Website Content Crawler and other Actors to extract clean, structured text from documentation sites, knowledge bases, forums, blog posts, and PDFs at scale. The scraped data is loaded directly into vector databases (Pinecone, Qdrant, Milvus) via LangChain or LlamaIndex integrations for RAG pipelines, or used to fine-tune models via the OpenAI fine-tuning API and similar services. Apify handles CAPTCHA, anti-blocking, and Markdown-formatted output so ML teams receive clean training datasets without managing scraper infrastructure.

AI product developers and agent framework engineers

AI agents connected to the Apify MCP Server can autonomously search for the right Actor for any web data task, execute it, and retrieve structured results — all without manual prompting. This gives agents access to up-to-the-second data from any website through frameworks like LangGraph, CrewAI, Haystack, and OpenAI Agents SDK. Agents can also operate with agentic payments via Skyfire tokens, running Actor jobs and paying for compute without human-in-the-loop approval.

B2B sales teams, marketing agencies, and growth teams

Sales teams use Apify's Google Maps Scraper to extract thousands of business records — including full names, emails, phone numbers, websites, social profiles, opening hours, and ratings — filtered by category, location, and rating. Results are exported to CSV or pushed directly to CRMs like Salesforce via API. Groupon used Apify to enrich thousands of merchant records and sync them with Salesforce, accelerating time-to-campaign; LFG reached 2,500+ prospects daily using this automated workflow.

E-commerce teams, product managers, and pricing analysts

Businesses use Apify's E-commerce Scraping Tool and custom Actors to monitor competitor pricing, track product assortments, detect MAP violations, and identify promotional trends across thousands of marketplace listings in real time. Outputs are structured JSON or CSV files ready for analytics stacks, BI tools, or pricing engines. Data pipelines can be scheduled with cron expressions and connected to dashboards, enabling dynamic pricing and data-driven merchandising decisions.

Engine-Analysed

Data extracted and structured by the AISH Analysis Engine, not manually curated or vendor-submitted.

Verified & Dated

Pricing, features, and availability verified against Apify's public pages.

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