Apify
FreemiumLargest marketplace of trusted web scraping tools for AI
By Tanmay Verma, Founder · Last verified 06 Jul 2026
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Added 6d ago
77/100Safe BetIn short
Apify — Largest marketplace of trusted web scraping tools for AI. Best for Data scientists needing structured web data for AI models, Developers building AI agents that require real-time web info, Businesses automating competitor monitoring and lead generation. Free to start; paid plans from $29/mo.
Is Apify actually worth it?
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Editorial Verdict
Best for
Data scientists needing structured web data for AI modelsDevelopers building AI agents that require real-time web infoBusinesses automating competitor monitoring and lead generationMarket researchers scraping social media and review sites
Not ideal for
Complete beginners with zero coding knowledgeUsers needing a simple point-and-click scraper with no setupProjects requiring on-premise deployment (Apify is cloud-only)
Apify's massive Actor marketplace and robust integration with AI workflows make it a top choice for developers needing scalable web data. Pricing can escalate with heavy usage, but the free tier and generous prepaid credits offer a low-risk entry. For teams that need on-premise scraping, Scrapy is a better fit; for simpler no-code scraping, Bright Data or Octoparse may be easier.
Skip Apify if Skip Apify if you need an on-premise scraping solution, require a completely no-code point-and-click tool, or are unwilling to manage usage credits and compute units.
Compare with: Apify vs Mercor, Apify vs Obviously AI, Apify vs ScreenplayIQ
Last verified: July 2026
What independent users actually report about Apify
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
63 mentions across 4 sources (Hacker News, Product Hunt, Bluesky, Lemmy).
78% positive22% critical
Recurring strengths
- +46,000+ pre-built Actors for instant data extraction.
- +Cloud execution removes infrastructure management overhead.
- +Pay-as-you-go pricing with $0.001/result for many Actors.
- +MCP server directly integrates with AI agents like Claude.
- +Strong integration with n8n, Make.com, and OpenRouter.
Recurring frustrations
- −Costs can escalate quickly for high-volume scraping.
- −Anti-blocking still fails against sophisticated bot mitigation.
- −Custom Actor development requires significant developer skill.
- −Free tier compute limits are restrictive for production work.
- −Search and discovery of Actors could be improved.
Patterns worth knowing
Apify as a key component in AI agent workflows, especially via MCP servers
Seen on Hacker News, Bluesky, Lemmy
Affordable lead generation at scale using pre-built Actors like Google Maps scraper
Seen on Hacker News, Bluesky
Integration with n8n and Make.com for building automated pipelines
Seen on Bluesky
Learning curve
intermediateProductive in ~A few hours
Hidden costs people mention
- • Running long or memory-heavy Actors can consume credits faster than expected
- • Residential proxies incur additional surcharges per GB
- • Data transfer out to third-party services may incur egress fees
Viability Score
77/100
Safe BetHow likely is Apify to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
momentum
55
funding runway
80
website health
90
wrapper dependency
100
Last calculated: July 2026
How we score →Key Features
- 48,842 pre-built Actors in marketplace
- Serverless Actor execution environment
- Anti-blocking with datacenter and residential proxies
- Built-in browser fingerprinting suite
- Scheduled recurring runs and webhooks
- Integrated data storage (key-value, dataset, request queue)
- MCP server for AI agent integration
- Open-source Crawlee library for custom scrapers
- Actor-to-Actor chaining
- Pay-as-you-go pricing with usage credits
- Support for JavaScript, Python, TypeScript
- Actor templates and web scraping academy
- Monetization program for publishing Actors
- Real-time monitoring and alerts
- Collaboration with organizations and permissions
About Apify
FreemiumIntermediateAPI availableWeb · API · CLI
Apify is a full-stack platform for web scraping, data extraction, and browser automation. It offers a marketplace of over 48,000 pre-built 'Actors' that can scrape data from sites like TikTok, Instagram, Google Maps, and e-commerce platforms. Designed for developers, data scientists, and businesses, it enables cloud-based execution of scrapers without managing infrastructure, with support for scheduling, API integration, and AI agent workflows via MCP. Key features include serverless Actor execution with anti-blocking (proxy rotation, browser fingerprinting), integrated data storage (key-value, dataset, request queue), and the open-source Crawlee library for building custom scrapers. The platform processes over 1 PB of data monthly and serves 67,000+ customers worldwide, with a monetization program that paid out $1.2M to Actor creators last month. Apify integrates with automation tools like Zapier, Make, n8n, and IFTTT, and connects with AI frameworks like LangChain and LlamaIndex. It offers flexible pay-as-you-go pricing with plans starting from free, and also supports enterprise needs with custom solutions. Compared to alternatives like Scrapy or Bright Data, Apify stands out for its vast pre-built Actor marketplace and strong AI/ML ecosystem integration, making it particularly suited for feeding structured web data into LLMs, RAG pipelines, and AI agents. However, it is cloud-only and requires some technical skill to fully leverage.
Behind the Verdict
Apify excels at providing ready-to-use scrapers for popular websites, drastically reducing time to value. Its MCP server integration allows AI agents to directly run Actors, making it uniquely suited for feeding real-time web data into LLMs and RAG pipelines. The monetization program for developers is a strong incentive, with $1.2M paid out monthly. However, the platform is cloud-only, so it doesn't suit teams with strict on-premise requirements. Pricing can become expensive for large-scale scraping, especially when adding residential proxies or high compute units. The free tier offers only $5/month credit, which limits experimentation. Beginners without coding experience may find the learning curve steep despite the Academy and templates. Apify is best for developers and data scientists who want to automate data collection at scale and integrate it into AI workflows.
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Real-world workflow fit
Concrete scenarios for the personas Apify actually fits — and what changes day-one when you adopt it.
Data scientist building a RAG pipeline
Use Website Content Crawler Actor to crawl a set of documentation sites, output Markdown, and feed into a vector database via LangChain.
Outcome: Structured, clean text data ready for embedding, with scheduled weekly updates.
Marketing lead generating contacts from Google Maps
Run Google Maps Scraper with keywords for plumbers in a city, extract emails and phone numbers, export to CSV.
Outcome: Lead list of 500+ contacts in 10 minutes, ready for import into CRM.
E-commerce analyst monitoring competitor prices
Set up E-commerce Scraping Tool to run daily on product pages, compare prices, and receive alerts via webhook.
Outcome: Automated price tracking with alerts when competitors change prices.
Use Cases
- Scrape TikTok video data for influencer analysis
- Extract Google Maps business listings for lead generation
- Crawl website content in Markdown to feed into LLM or RAG pipelines
- Monitor e-commerce product prices across multiple retailers
- Collect real-time social media posts from Facebook pages for brand tracking
- Automate data extraction from LinkedIn job postings for market research
Limitations
- Free plan caps at $5 usage credit; after depletion, runs are blocked.
- Pricing can escalate for high-volume scraping, especially with proxy add-ons.
- Advanced features like priority support, account manager, and personal training are only available on higher plans (Scale, Business, Enterprise).
as of 2026-07-06
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Annual total
Free
Over 12 months
Effective monthly
Free
Billed monthly
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Apify tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
Solo developers testing Apify's platform or running low-volume scrapes with under $5/month usage.
What this tier adds
Starting tier with $5 monthly usage credit; community support; no Store discount.
Starter
$29/mo
Ideal for
Freelancers and small teams needing $29/month usage with chat support and 5% Store discount.
What this tier adds
Adds $29 prepaid usage, chat support, and Bronze Apify Store discount compared to Free.
Scale
$199/mo
Ideal for
Growing teams with moderate scraping volume who benefit from discounted compute ($0.16/CU) and priority chat support.
What this tier adds
Higher prepaid usage ($199), discounted compute, Silver Store discount, and priority chat support.
Business
$999/mo
Ideal for
Companies needing high-volume scraping with dedicated account manager, Gold Store discount, and lowest compute rate ($0.13/CU).
What this tier adds
Adds account manager, Gold Store discount, and 500 included datacenter proxy IPs.
Enterprise
Custom
Ideal for
Large organizations requiring custom scraping solutions, SLAs, and dedicated expert team.
What this tier adds
Custom pricing, SLAs with guaranteed data, dedicated team, and scalable solutions.
Integrations
Where the pricing makes sense
The company stage and team size where Apify's pricing actually pencils out — and where peers do it cheaper.
Apify's pay-as-you-go model with prepaid credits works well for small to medium-scale scraping jobs. For high-volume needs, the Scale or Business plans offer discounted compute units ($0.16-$0.13/CU). Compared to Bright Data's per-GB proxy pricing, Apify's integrated storage and Actor marketplace provide more flexibility for developers. Cheaper alternatives like Scrapy are free but require self-hosting.
Setup time & first value
How long it actually takes to get something useful out of Apify — broken out by persona, not the marketing-page minute.
For developers: basic scraper in 10 minutes using templates; full custom Actor in 1-2 hours. For non-coders: using a pre-built Actor from Store takes 5-10 minutes to configure and run.
Switching to or from Apify
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
Migrating in
- →From Scrapy: Package your Scrapy spider into an Apify Actor using Crawlee; retain existing logic and add cloud scheduling.
- →From Octoparse: Export data and import into Apify storage; use Apify's API to automate data fetching.
Migrating out
- ↗To Scrapy: Export your Actor's logic as a standalone Crawlee project; run it on your own infrastructure.
- ↗To Bright Data: Use Apify's proxy settings and data export to transition to Bright Data's platform.
Resources & Guides
Frequently Asked Questions
Tools that pair well with Apify
Common stack mates teams adopt alongside Apify, with the specific reason each pairing earns its keep.
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