Quick answer: The best Apify alternatives depend on what you're replacing. For clean page content via a simple API, look at link.sc or Firecrawl. For per-request scraping with proxies, ScrapingBee. For enterprise-scale extraction, Zyte. For free and self-hosted, Crawl4AI. Apify itself is excellent when a prebuilt actor matches your target; it's heavyweight when you just need markdown from a URL.
I want to be fair to Apify here, because most "alternatives" posts aren't. Apify is not a bad product that people flee. It's a genuinely powerful platform that is sometimes the wrong shape for the job.
What Apify Actually Is
Apify is an actor marketplace plus a cloud platform. Thousands of prebuilt "actors" (scrapers for specific sites and tasks) that you can run on demand, plus infrastructure to build and host your own crawlers with Crawlee, their open-source library. You get scheduling, storage, proxies, and monitoring as part of the platform.
That's a lot of machinery, and when you need it, you really need it.
The marketplace model wins when your target is a specific, well-known site with a maintained actor. Someone else has already fought that site's quirks and keeps fighting them as it changes. You're buying maintenance, not just code.
It also wins when you need platform features: scheduled runs, datasets, webhooks, a place for non-engineers to press "run."
When the Platform Becomes the Problem
The trouble starts when your need is simpler than the tool.
If your job is "give me clean content from arbitrary URLs so my LLM can read it," the marketplace model adds friction. You're browsing actors, comparing their options, learning platform concepts like runs and datasets, and paying platform usage pricing, all to do something a single API call could do.
Pricing is the other pressure point. Apify's usage-based platform pricing is fair for platform workloads, but for high-volume simple fetches, a flat per-request or credit model is usually easier to predict. Check their pricing page and model your own volume; the answer genuinely varies by workload.
There's a longer discussion of this trade-off in web scraping vs API: which to use.
The Alternatives
link.sc
Our product, so discount appropriately. link.sc is the opposite of a platform: one API that fetches any URL as clean markdown or JSON, searches the web with full-page content, and runs a research agent, plus an MCP server for agent clients. Free tier of 500 credits a month, plans from $19/month.
One call replaces the whole "find an actor, configure it, run it, read the dataset" loop:
curl https://link.sc/v1/fetch \
-H "Authorization: Bearer lsc_..." \
-H "Content-Type: application/json" \
-d '{"url": "https://example.com/article", "format": "markdown"}'
Honest limits: no marketplace, no scheduling platform, no site-specific structured extractors. If you need an Amazon-reviews actor, we are not that.
Firecrawl
Hosted API with a popular open-source core, strong at crawling entire sites into markdown, with deep framework integrations. Credit-based pricing with a free tier. The closest "simple API" competitor to link.sc; I compared them directly in the Firecrawl posts on this blog.
ScrapingBee
A straightforward per-request scraping API: JavaScript rendering, proxy rotation, extraction rules. Mature and dependable. You get HTML back and handle your own conversion, which is fine if you already have a parsing pipeline.
Zyte
The enterprise pick. Zyte's API handles hard anti-bot sites and offers automatic extraction for common page types, with pricing that scales by site difficulty. If you're extracting product data at serious scale with a budget to match, they belong on your shortlist.
Crawl4AI
Free, open-source, Python, Playwright-based, built for LLM-ready markdown output. The right answer when you want zero vendor spend and you're willing to run browsers, proxies, and retries yourself. Read the self-hosted web scraping guide before committing; the infrastructure cost is real even when the license is free.
Comparison Table
| Tool | Model | Best for | Output | Pricing |
|---|---|---|---|---|
| Apify | Marketplace + platform | Site-specific actors, scheduled pipelines | Depends on actor | Usage-based platform |
| link.sc | Simple hosted API | LLM apps needing fetch + search | Markdown, JSON | Credits, free tier, from $19/mo |
| Firecrawl | Hosted API, open core | Full-site crawls to markdown | Markdown, JSON | Credit-based |
| ScrapingBee | Hosted API | Raw HTML with JS rendering | HTML, extraction rules | Per-request credits |
| Zyte | Enterprise API | Hard sites, structured data at scale | HTML, structured | Per-request, tiered by difficulty |
| Crawl4AI | Open-source library | Self-hosters, zero budget | Markdown, JSON | Free, your infra |
How to Decide
Ask one question first: is my target a specific site with a maintained actor, or arbitrary URLs?
Specific site with a good actor: stay on Apify, seriously. The maintenance you're buying is worth more than the platform overhead costs you.
Arbitrary URLs feeding an LLM: use a simple API. Run 50 of your real URLs through link.sc and Firecrawl free tiers, compare success rate and markdown quality, pick the winner. The quickstart gets you to a first fetch in minutes, and pricing is public so you can model costs before committing.
Hard anti-bot targets at enterprise scale: talk to Zyte. Zero budget with ops capacity: Crawl4AI.
Wrong-shaped tools cost you in glue code forever. Match the shape first, then compare features.
Just need clean web content without the platform? Try link.sc free with 500 credits a month.