ArrowCrawl vs Apify: Actors vs One Simple API

Choosing between ArrowCrawl and Apify comes down to one decision: do you want to assemble and maintain scrapers, or just call an API? Both pull data from the web, but they take opposite paths to get there.

The short answer

Apify is an actor marketplace - thousands of community-built scrapers you pick, configure, chain, and keep patched as sites change. ArrowCrawl is one API: scrape, crawl, extract, and marketplace engines, plus rotating proxies and an AI agent, all behind a single key. If you want control over bespoke actor code, Apify fits. If you want structured data with near-zero maintenance, ArrowCrawl is the faster path.

Actors vs one API

On Apify you browse the Store, find an actor that roughly matches your target, read its input schema, and tune it. When a site changes or the actor is unmaintained, that upkeep becomes yours. ArrowCrawl collapses that into four built-in engines - scrape a page, crawl a site, extract structured fields, or pull marketplace listings - so there is no actor to evaluate or fork. See the full list on the features page.

Extraction without maintaining selectors

The most expensive part of scraping is not the first run - it is the rewrite every time the DOM shifts. Apify actors typically encode CSS or XPath selectors you own and patch. ArrowCrawl's extract engine uses an AI agent and self-healing extraction: you describe the schema you want and it re-discovers fields when a layout changes. One request returns clean JSON:

curl -X POST https://api.arrowcrawl.com/api/v1/extract \
  -H "Authorization: Bearer ac_live_..." \
  -d '{
    "url": "https://example.com/product/123",
    "schema": {
      "title": "string",
      "price": "number",
      "in_stock": "boolean"
    }
  }'

Proxies and anti-blocking are included

With Apify you often think in proxy groups, residential add-ons, and per-actor settings. ArrowCrawl routes every request through a reputation-scored proxy pool by default - blocked IPs are scored down and rotated out automatically. You never configure a proxy group or bolt on a separate anti-bot service; it is part of the same call.

Marketplace intelligence, not a generic scrape

Apify has separate actors for Amazon, eBay, and other stores, each with its own quirks and output shape. ArrowCrawl has a first-class marketplace mode that returns normalized product data - price, rating, Best Seller Rank, buy-box owner, stock, and creative - across marketplaces in one consistent schema, with scheduled monitoring and webhook alerts.

Built for AI agents

Because ArrowCrawl ships a native MCP server, agents like Claude can call its tools directly - no SDK glue, no picking an actor per task. That makes it a natural fit for autonomous research and monitoring workflows where the agent decides what to fetch. Apify exposes actors via API and an MCP layer too, but you are still routing through individual actors rather than a unified surface.

Pricing and getting started

Apify bills on compute units and per-actor rentals, which can be hard to forecast when you chain several actors. ArrowCrawl uses a single credit model across every engine, so one price covers scrape, crawl, extract, and marketplace calls. Compare the tiers on the pricing page, or start free with 1,000 credits and hit the API in a few minutes.

Which should you choose?

Pick Apify if you want a marketplace of ready-made actors and are happy owning their configuration and maintenance. Pick ArrowCrawl if you want one API, engines and proxies built in, AI-driven extraction, and native MCP for agents - the least code and the least upkeep to reliable structured data.