# Apify vs Prolific

Apify records 4,147,762 monthly visits with +3.9% month-over-month growth and Freemium, Contact for Pricing pricing. Prolific records 77,755 monthly visits with -24% growth and Paid pricing.

| Metric | [Apify](https://openaitools.app/tool/apify) | [Prolific](https://openaitools.app/tool/prolific-co) |
| :--- | :--- | :--- |
| Website URL | https://www.apify.com | https://prolific.co |
| Categories | AI Web Scraping, AI Agent, AI API, AI Developer Tools | AI Research Tool, AI Developer Tools, AI For Data Analytics |
| Pricing Model | Freemium, Contact for Pricing | Paid |
| Monthly Visits | 4,147,762 | 77,755 |
| MoM Growth Rate | +3.9% | -24% |
| Primary Market | United States | United Kingdom |
| Direct Visits | 1,816,433 | 62,154 |
| Review Score | 4.6 | 4.7 |
| Saved Count | 6 | 1 |
| Supported Platforms | Website | Website |

## Apify

Apify started as a general-purpose web automation cloud and has grown into one of the largest marketplaces of turnkey web data extractors. The platform exposes a store of Actors — small containerized programs built by Apify and by third-party developers — that handle jobs like pulling Google Maps listings, TikTok videos, Instagram posts, Amazon prices, or crawling a documentation site into clean Markdown for a RAG pipeline. Each Actor runs on Apify's cloud, can be triggered from an API, scheduled on a recurring basis, and wired into downstream storage or applications.\n\nBecause running scrapers in production is mostly an infrastructure problem, Apify bundles the unglamorous parts: rotating residential and datacenter proxies, browser fingerprinting and anti-blocking, retry logic, dataset and key-value storage, and monitoring. Developers who would rather write their own code can build Actors with the Apify SDK in Python or JavaScript, or use Crawlee, Apify's open-source crawling and browser-automation library, which works with Playwright, Puppeteer, Selenium, and BeautifulSoup.\n\nRecently the platform has positioned itself around AI: the Apify MCP server and CLI let AI agents and assistants discover and call Actors as tools, and the Website Content Crawler Actor is explicitly designed to feed LLM applications and vector databases. Pricing follows a freemium model with monthly platform credits, pay-per-usage pricing for many Actors, and custom enterprise agreements.

**Pricing & Plans:** Freemium: a free plan with monthly usage credits, paid subscription tiers that scale credits and concurrency, consumption-based charges for many marketplace Actors, and custom enterprise pricing. Developer payouts are also available for published Actors.

- **Actor marketplace:** Over one hundred thousand ready-to-run scrapers and automation tools covering social media, maps, e-commerce, real estate, and general web crawling.
- **MCP server and CLI:** Connect Apify Actors directly to AI assistants and agents so they can search the store, run scrapers, and pull structured results as tool calls.
- **Anti-blocking and proxy infrastructure:** Managed proxy rotation and unblocking are built into the platform, so scrapers keep working when target sites add defenses.
- **Crawlee and the Apify SDK:** An open-source crawling library plus Python and JavaScript SDKs for building custom Actors with Playwright, Puppeteer, Selenium, or Cheerio.
- **Scheduling, storage, and integrations:** Recurring runs, dataset exports to CSV/JSON/Excel, webhooks, and integrations with LangChain, LlamaIndex, Zapier, and thousands of apps.

**Strengths:** Enormous library of maintained scrapers means many jobs need no code at all; Infrastructure concerns like proxies, retries, and blocking are handled for you; Agent-ready through MCP, CLI, and API, with LangChain and LlamaIndex integrations; Generous free tier for testing plus a developer revenue-share program

**Limitations:** Costs scale with usage, so high-volume scraping can get expensive quickly; Quality varies between community-built Actors and first-party ones; Target sites change frequently, so some Actors break or need updating over time

[Profile (Markdown)](https://openaitools.app/tool/apify.md)

## Prolific

Prolific started as an academic survey recruitment tool and has grown into one of the most widely cited sources of high-quality human data for AI development. Its core promise is representative, well-screened participants who sign up specifically to take part in paid studies, rather than a passive panel that ignores requests. Researchers pay per response, which makes budgeting and sample sizing straightforward.

On the AI side, Prolific positions itself around preference tuning, safety evaluations, and defensible benchmarks. The company publishes the HUMAINE framework for human-preference evaluation of large language models and maintains a leaderboard, alongside data products aimed at examining model behaviour with real human feedback from populations in many countries. For classic research, the platform supports academic studies, market and product research, audience finders, and managed services where Prolific helps source specialist cohorts such as healthcare or coding experts.

Prolific also operates the participant side of the marketplace: people sign up, are verified, and get paid to take studies on a flexible schedule. For builders, there are APIs and integrations that let teams pull human feedback directly into their evaluation pipelines.

**Pricing & Plans:** Freemium-style access: signing up and building studies is free, and customers pay per completed response at a rate they set (plus a platform fee). AI and enterprise teams can also use the Human Feedback API and managed services, with custom pricing available through sales.

- **Verified global participant pool:** Access hundreds of thousands of vetted participants across 40+ countries, with demographic screening so you can target the exact population your study or evaluation needs.
- **AI preference tuning and safety evals:** Purpose-built workflows for collecting human preference judgments, red-teaming feedback, and benchmark ratings for large language and multimodal models.
- **Human Feedback API and MCP:** Programmatic access that lets engineering teams pipe real human feedback into model evaluation and agent workflows without leaving their own tooling.
- **Fast turnaround and sample control:** Launch a study in minutes, set quotas and reward levels, and scale sample sizes up or down while keeping response quality consistent.
- **Data-quality tooling:** Attention checks, prescreening, and platform-level anti-fraud measures help keep responses trustworthy and reproducible across runs.

**Strengths:** Large, actively engaged participant pool that produces faster completion than most DIY recruitment; Explicit focus on AI training data and human-preference evaluation, not just generic surveys; Transparent pay-per-response model that makes study budgets predictable; Strong data-quality mechanisms and documented evaluation frameworks

**Limitations:** Costs add up quickly at large sample sizes, especially for specialist cohorts; Self-report data still requires careful study design to be scientifically useful; Advanced enterprise and API features are gated behind sales conversations

[Profile (Markdown)](https://openaitools.app/tool/prolific-co.md)

## Frequently Asked Questions

### How do Apify and Prolific compare in monthly traffic?

Apify has 4,147,762 monthly visits, while Prolific has 77,755. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Apify has a month-over-month growth rate of +3.9%; Prolific has -24%.

### How does pricing compare?

Apify: Freemium, Contact for Pricing. Freemium: a free plan with monthly usage credits, paid subscription tiers that scale credits and concurrency, consumption-based charges for many marketplace Actors, and custom enterprise pricing. Developer payouts are also available for published Actors. Prolific: Paid. Freemium-style access: signing up and building studies is free, and customers pay per completed response at a rate they set (plus a platform fee). AI and enterprise teams can also use the Human Feedback API and managed services, with custom pricing available through sales.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Open-source workflow automation built for AI agents and technical teams | [.md](https://openaitools.app/tool/n8n.md) |
| 2 | [Branded](https://openaitools.app/tool/gobranded-com) | 3,704,728 | +6.6% | Contact for Pricing | Targeted research audiences with AI-verified data quality | [.md](https://openaitools.app/tool/gobranded-com.md) |
| 3 | [Firecrawl](https://openaitools.app/tool/firecrawl-dev) | 1,828,239 | -1.9% | Freemium, Contact for Pricing | Provides direct LLM-ready markdown conversion via API, but lacks Apify's massive marketplace of pre-built scraping actors. | [.md](https://openaitools.app/tool/firecrawl-dev.md) |
| 4 | [Clay](https://openaitools.app/tool/clay-2-0) | 1,267,465 | -2.7% | Freemium, Free Trial, Contact for Pricing | Build GTM systems that turn data into revenue | [.md](https://openaitools.app/tool/clay-2-0.md) |
| 5 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Web search API and crawler built for AI agents | [.md](https://openaitools.app/tool/exa-ai.md) |
| 6 | [Tavily](https://openaitools.app/tool/gpt-researcher) | 989,998 | -0.8% | Contact for Pricing | The real-time web access layer for AI agents and deep research | [.md](https://openaitools.app/tool/gpt-researcher.md) |
| 7 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Offers enterprise-grade proxy networks and raw web data infrastructure, but lacks Apify's plug-and-play actor marketplace. | [.md](https://openaitools.app/tool/bright-data.md) |
| 8 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | The environments frontier AI trains on, and the agents that do the recurring work | [.md](https://openaitools.app/tool/labelbox.md) |
| 9 | [Scale](https://openaitools.app/tool/scale) | 616,915 | +12.5% | Contact for Pricing | The data, evaluations and systems behind AI that has to be right. | [.md](https://openaitools.app/tool/scale.md) |
| 10 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Automates complex business workflows with AI agents, but is less specialized for raw large-scale web scraping actors. | [.md](https://openaitools.app/tool/gumloop.md) |

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Source: https://openaitools.app/compare/apify-vs-prolific-co

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