# Firecrawl vs Linked API

Firecrawl records 1,828,239 monthly visits with -1.9% month-over-month growth and Freemium, Contact for Pricing pricing. Linked API records 38,687 monthly visits with -8.1% growth and Paid pricing.

| Metric | [Firecrawl](https://openaitools.app/tool/firecrawl-dev) | [Linked API](https://openaitools.app/tool/linked-api) |
| :--- | :--- | :--- |
| Website URL | https://www.firecrawl.dev | https://linkedapi.io |
| Categories | AI Data Mining, AI API, Large Language Models (LLMs), Open Source AI Models | AI Lead Generation, AI Digital Marketing, AI Email Marketing, AI Marketing |
| Pricing Model | Freemium, Contact for Pricing | Paid |
| Monthly Visits | 1,828,239 | 38,687 |
| MoM Growth Rate | -1.9% | -8.1% |
| Primary Market | United States | Belarus |
| Direct Visits | 740,258 | 20,672 |
| Review Score | 4.7 | 4.2 |
| Saved Count | 2 | 0 |
| Supported Platforms | Website | Website |

## Firecrawl

Firecrawl positions itself as the infrastructure layer that helps AI systems find, read, and act on the live web. Instead of wrestling with headless browsers, proxy rotation, JavaScript rendering, and messy HTML, teams send Firecrawl a URL or a query and receive clean, token-efficient content that a model can consume directly. The platform bundles search, scrape, map, crawl, and interact endpoints so an agent can discover sources, pull their contents, and then click, type, or navigate within a page.

The product is developer-first: official Python and Node.js SDKs, a REST API, a CLI, and an MCP server make it easy to plug into frameworks such as LangChain, LlamaIndex, or any agent runtime. Reliability engineering is a headline claim, with published benchmarks for scrape coverage, latency, and token savings, plus smart waiting for dynamically loaded content and support for structured extraction schemas.

Firecrawl also maintains an open-source core alongside its hosted, usage-metered service, and it has expanded beyond raw scraping toward curated, licensed web content through its Alexandria program. Typical adopters include AI chat products, deep-research tools, agent builders, sales-intelligence teams, and onboarding flows that need fresh web context.

**Pricing & Plans:** Freemium: a free tier lets you start without a card, paid plans scale by credits/usage, and enterprise or high-volume deals are handled through contact sales.

- **Search, scrape, crawl, map:** Multiple endpoints cover discovery, single-page extraction, whole-site crawling, and URL mapping from one API.
- **LLM-ready output:** Returns Markdown, structured JSON, HTML, links, and screenshots while stripping navigation, ads, and footers to cut token usage.
- **Interact with pages:** After scraping, drive clicks, typing, scrolling, and navigation with prompts or code to reach data behind interaction.
- **Developer integrations:** Python and Node SDKs, REST API, CLI, and an MCP server let agents and IDEs connect in minutes.
- **Open-source core and reliability benchmarks:** A publicly developed core plus published coverage, latency, and token-efficiency benchmarks back the reliability claims.

**Strengths:** Handles JavaScript rendering, smart waits, and anti-bot complexity so you avoid maintaining your own scraper fleet; Token-efficient Markdown output reduces LLM input costs substantially; Rich integration surface: SDKs, REST, CLI, and MCP server for agent frameworks; Open-source core and published benchmarks improve transparency and trust

**Limitations:** Usage-based credits mean costs can grow quickly on large crawl jobs; Full feature depth may be overkill for teams that only need occasional single-page scraping; Coverage gaps remain on highly protected or login-gated sites

[Profile (Markdown)](https://openaitools.app/tool/firecrawl-dev.md)

## Linked API

Linked API is built for teams that need programmatic control over LinkedIn activity but cannot rely on LinkedIn's own restricted partner APIs. Every action runs inside a dedicated cloud browser instance matched to a single LinkedIn account, using human-like pacing and typing rather than headless scripts or raw HTTP requests. That architecture is the core of its positioning: you get structured JSON results back while the actual interaction happens in a real browser session tied to your own login.

On top of the raw actions sits a workflow layer. Calls can be chained with conditional branches up to several levels deep, which makes multi-step pipelines practical — search companies, filter by size and industry, extract employees, qualify by position, then export or push into a CRM. The same action set is exposed across REST, an official Node.js SDK, a CLI tool, an MCP server and agent skills, so agents built on Claude, ChatGPT, Cursor, Windsurf or similar environments can call LinkedIn operations as native tools.

Commercial terms are per-seat: one seat equals one LinkedIn account. A 7-day free trial leads into monthly or annual plans with unlimited workflow execution, and a higher tier adds Sales Navigator actions. The company is explicit in its documentation that increasing account safety depends on human-like pacing and user-configured rate limits, and that most account issues stem from spam-like behavior.

**Pricing & Plans:** Per-seat subscription with a 7-day free trial. Core is about $49 per seat/month for individuals and small teams; Plus is about $74 per seat/month and adds Sales Navigator actions. Annual billing saves roughly 29%. One seat equals one LinkedIn account, with unlimited workflow execution and volume discounts available on request.

- **50+ LinkedIn actions:** Send messages, connection requests, reactions and comments, and run people or company searches — chained into conditional workflows up to five levels deep.
- **Structured data extraction:** Search companies and people with advanced filters, pull employee lists, enrich profiles and return clean JSON for your CRM or data warehouse.
- **Dedicated cloud browser:** Each account runs in its own cloud browser with a matching device profile, human-like timing and custom mouse/typing behaviour.
- **Built for AI agents:** An MCP server, agent skills, CLI and official Node.js SDK let assistants in Claude, ChatGPT, Cursor and similar tools call LinkedIn operations directly.
- **No-code and dev integrations:** Native connectors for n8n and Make plus plain HTTP endpoints mean the same workflows are reachable from any language or automation stack.

**Strengths:** Structured REST API plus official Node.js SDK, CLI, MCP server and agent skills; Dedicated cloud browser per account instead of shared or headless infrastructure; Unlimited workflow execution on both paid tiers, with no usage caps on actions; Native n8n and Make integrations for teams that prefer no-code

**Limitations:** It is an independent, unofficial tool — LinkedIn does not authorize this kind of account automation; Per-seat pricing tied to LinkedIn accounts can get costly across large teams; Sales Navigator actions require the more expensive Plus tier

[Profile (Markdown)](https://openaitools.app/tool/linked-api.md)

## Frequently Asked Questions

### How do Firecrawl and Linked API compare in monthly traffic?

Firecrawl has 1,828,239 monthly visits, while Linked API has 38,687. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Firecrawl has a month-over-month growth rate of -1.9%; Linked API has -8.1%.

### How does pricing compare?

Firecrawl: Freemium, Contact for Pricing. Freemium: a free tier lets you start without a card, paid plans scale by credits/usage, and enterprise or high-volume deals are handled through contact sales. Linked API: Paid. Per-seat subscription with a 7-day free trial. Core is about $49 per seat/month for individuals and small teams; Plus is about $74 per seat/month and adds Sales Navigator actions. Annual billing saves roughly 29%. One seat equals one LinkedIn account, with unlimited workflow execution and volume discounts available on request.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Massive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API. | [.md](https://openaitools.app/tool/apify.md) |
| 2 | [Instantly](https://openaitools.app/tool/instantly) | 2,336,279 | +6% | Paid, Contact for Pricing | Sales engagement platform with AI agents for lead finding, outreach and deliverability | [.md](https://openaitools.app/tool/instantly.md) |
| 3 | [TinyFish](https://openaitools.app/tool/tinyfish) | 1,124,952 | +199.7% | Freemium, Contact for Pricing | Combines live web search and cloud browsers for agentic automation, but less specialized in clean markdown generation. | [.md](https://openaitools.app/tool/tinyfish.md) |
| 4 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Optimized for semantic web search and AI agent retrieval, but less focused on full-site markdown crawling. | [.md](https://openaitools.app/tool/exa-ai.md) |
| 5 | [Tavily](https://openaitools.app/tool/gpt-researcher) | 989,998 | -0.8% | Contact for Pricing | Bundles deep research agents and web search APIs, but less centered on raw site-to-markdown conversion. | [.md](https://openaitools.app/tool/gpt-researcher.md) |
| 6 | [Smartlead](https://openaitools.app/tool/smartlead-ai) | 952,377 | +4.3% | Free Trial, Paid | AI-native cold email platform for scaling outbound without limits | [.md](https://openaitools.app/tool/smartlead-ai.md) |
| 7 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Enterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion. | [.md](https://openaitools.app/tool/bright-data.md) |
| 8 | [Success.ai](https://openaitools.app/tool/success-ai) | 547,073 | +6.3% | Freemium, Free Trial | AI sales platform for unlimited B2B leads and outreach | [.md](https://openaitools.app/tool/success-ai.md) |
| 9 | [Jina AI](https://openaitools.app/tool/jina-ai) | 280,782 | -16.5% | Freemium, Paid | Provides excellent URL-to-Markdown document reading and neural search endpoints, but narrower full-site crawling depth. | [.md](https://openaitools.app/tool/jina-ai.md) |
| 10 | [ColdIQ](https://openaitools.app/tool/coldiq-x-slack) | 195,701 | -14.8% | Freemium, Paid, Contact for Pricing | One GTM data API for prospecting, enrichment and AI agents | [.md](https://openaitools.app/tool/coldiq-x-slack.md) |

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Source: https://openaitools.app/compare/firecrawl-dev-vs-linked-api

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)