Apify

Freemium

Apify is a web scraping platform built around "Actors"—pre-built serverless scrapers you run in the cloud. It sits in the Data & Analytics space.

You pick from thousands of ready-made scrapers for common sites, or build your own with Python, JavaScript, or TypeScript. The platform handles proxies, scaling, and scheduling so you do not manage infrastructure.

It is a marketplace plus hosting service. You pay for compute units and any per-result fees from Store Actors.

Open it if you need recurring data from popular sites without building scrapers. Skip it if you need one quick pull or niche targets with no existing Actors.

It fits when your job matches what is already built.

• Non-technical teams needing common platform data: You run pre-built Actors for Google Maps, LinkedIn, or TikTok without writing code. Auto-generated forms let you configure inputs and schedule recurring pulls.
• Developers who want serverless scraping: You build custom Actors with Crawlee SDK and push to Apify cloud. They handle proxy rotation, retries, and scaling while you focus on extraction logic.
• Teams integrating web data into AI pipelines: You feed structured markdown or JSON directly into LangChain, LlamaIndex, or RAG systems with built-in MCP server support.
• Founders and researchers with intermittent needs: You pay per result with spending limits instead of monthly subscriptions. Small runs cost cents, not fixed fees.
• Teams scaling from experiments to production: You start with free tier tests, then add scheduling, monitoring, and webhook integrations as needs grow.
• Developers wanting to monetize scrapers: You publish Actors to the Store and earn per use without building billing or hosting infrastructure.
• Enterprise teams with compliance requirements: You get SOC 2, GDPR, and CCPA coverage with 99.95% uptime SLA on paid tiers.
• Workflow builders using n8n or Make: You trigger Actors from automation platforms and pipe results into existing stacks without custom glue code.

These are the parts that stick after you have used it.

• Pay-per-result pricing: You scrape 30 Instagram profiles for about eight cents. You set hard spending caps per run so bills stay predictable.
• Auto-generated input forms: Your non-technical teammates tweak scraper parameters without breaking things. You save the configuration as a Task for reuse.
• Built-in proxy and anti-blocking: You do not wire up rotation or session management. Four proxy types cover most scenarios without extra vendors.
• MCP server for AI agents: You give Claude Code or similar tools an API key and they discover and run Actors automatically. Agents get live web access without custom code.
• Granular monitoring and logs: You debug faster with error classifications and detailed run logs instead of guessing why a scrape failed.

Skip it when these limits match your situation.

• Your target is niche or custom: You build and maintain your own Actor when nothing exists in the Store. That work falls to you, not Apify.
• You need one quick pull: You pay platform overhead and compute credits for a single run. A simpler tool or manual extraction is cheaper.
• You need logged-in or multi-step automation: You hit boundaries with authenticated sessions and precise state management. Apify extracts public data, not complex workflows inside accounts.
• You want predictable costs at high volume: You face nonlinear scaling where compute units, proxies, storage, and Store fees compound. Monthly credits expire without rollover.
• You need guaranteed Actor quality: You find uneven maintenance across community Actors. You vet each one yourself since abandoned scrapers break silently.