Apify
Cloud web scraping and automation
A marketplace of ready-made web scrapers you can run on repeat, worth it when someone owns the setup and watches the usage bill.
Teams that need the same web data every week: lead lists, competitor prices, market monitoring, collected on a schedule and delivered in the same shape each time.
Usage costs climb quietly. Heavy pages, retries, and proxies burn metered credits faster than the sticker price suggests, and marketplace scraper quality varies.
Reach for it when collection is a recurring job with a named owner for the setup and the spend. For a one-off grab, a lighter search tool is less overhead.
What you're actually getting
The building block is the Actor: a packaged scraping job somebody already built. You pick one from the marketplace, tell it which site and which data you want, run it, and the results land in a structured dataset you pipe onward through Zapier, Make, n8n, or webhooks.
What separates this from a one-off export is repeatability. The same job runs on a schedule and returns the same structure every time, so refreshing lead lists or watching competitor pages stops being a weekly manual chore. The tradeoff: someone sets the job up and checks on it whenever a website changes.
Apify is an infinite bank of scraping providers for any purpose, all through a single account. Excellent for scraping creatives and competitor sites.
Where it earns its keep
The strong use cases are repeat collection jobs: lead and market data pulls, price and page monitoring, browser-driven tasks that involve clicking and scrolling, and research workflows that need consistent output every run.
Most teams start from something pre-built in the marketplace, so common sites are covered without anyone touching code. Output then flows into whatever your stack already runs, through no-code connections or scheduled deliveries.
If you occasionally need various scrapers and don't use them too much, Apify is nice because there is a ton there. At a slightly larger scale, even a personal project, it sometimes gets too expensive, and then you usually have to subscribe to a specific scraper instead.
Where it'll bite you
Marketplace quality is the first bite. Ready-made Actors vary in how well they are maintained, so a site redesign or an abandoned Actor can quietly break your feed. Before you depend on one, pin down who fixes it when the source site changes.
Cost is the second bite. Usage is metered in compute units, roughly $0.20 each on lower tiers, and the meter runs faster with heavy browser rendering, retries, proxies, and parallel runs. Measure what one successful pull costs after all of that before you scale.
Scraping capability is not permission. You still own checking each source site's terms and handling any personal data lawfully.
That first week learning curve with Apify is painfully real.
What it costs, really
The Free tier includes a $5 monthly usage allowance to test with. Paid runs Starter at $29/mo plus usage, Scale at $199/mo, and Business at $999/mo, with metered usage around $0.20 per compute unit on lower tiers and cheaper rates higher up.
The plan price is only the floor. Heavy pages, retries, and proxy use drive the real number, so price a small pilot against your actual target sites before trusting any headline rate.
In our agency we use a few Apify scrapers for clients lead gen … once it's running I'd [say] Apify is the most affordable and reliable.
the lack of strict control over limits, unreliable scraping results, and poor cost safeguards created serious operational issues for us.
Same job, other tools
Also filed under Web data & extraction infrastructure:
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- 1Apify platformidentityofficial
- 2Getting startedworkflowofficial
- 3Actorsoperating modelofficial
- 4Storagedata flowofficial
- 5Schedulesautomationofficial
- 6Integrationsintegrationsofficial
- 7Pricingpricingofficial
- 8Apify reviewsmarket voicemarketplace review
- 9Practitioner discussionmarket voicepractitioner review
- 10Security whitepapergovernanceofficial
- 1110x editorial assessmentdecision guide10x editorial