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+# Firecrawl + Lamatic.ai
+
+> Official integration for Firecrawl + Lamatic AI agent automation platform
+
+
+ **Official Integration:** [lamatic.ai/integrations/apps-data-sources/firecrawl](https://lamatic.ai/integrations/apps-data-sources/firecrawl)
+
+ Native Lamatic integration - Sync & Async modes - Agent & workflow apps - Production-ready
+
+
+## Lamatic Integration Overview
+
+Lamatic.ai is an AI agent automation platform that enables developers to build, deploy, and scale intelligent agents. The native Firecrawl integration provides powerful web crawling and scraping capabilities directly within your agent workflows.
+
+
+
+ Drag-and-drop Firecrawl nodes into your agent workflows with no code required
+
+
+
+ Run crawls in real-time or async mode with webhook notifications for long operations
+
+
+
+## Firecrawl Tools in Lamatic
+
+
+
+ Systematically crawl websites starting from a single URL, discovering and mapping site structure with customizable depth and limits.
+
+ **Use Cases:** Documentation scraping, blog content extraction, site structure mapping, competitive analysis.
+
+
+
+ Crawl multiple websites simultaneously in sync or async mode with webhook notifications for completion events.
+
+ **Use Cases:** Multi-domain monitoring, bulk content extraction, parallel competitor research, distributed crawling.
+
+
+
+ Extract targeted content from specific web pages using customizable rules, HTML tag filtering, and dynamic content handling.
+
+ **Use Cases:** Product data extraction, article scraping, price monitoring, content aggregation.
+
+
+
+ Scrape multiple URLs in batch mode with async processing and webhook-driven updates.
+
+ **Use Cases:** Bulk data collection, scheduled scraping jobs, multi-page extraction, batch processing pipelines.
+
+
+
+ Generate a complete map of all accessible URLs on a website for discovery and planning.
+
+ **Use Cases:** Site structure analysis, SEO auditing, crawl planning, URL discovery for batch operations.
+
+
+
+## Getting Started
+
+
+
+ Visit [Firecrawl](https://www.firecrawl.dev) and create an account to access the API dashboard
+
+
+
+ Navigate to your Firecrawl account dashboard and generate a new API key
+
+
+
+ In Lamatic, add Firecrawl credentials with:
+ * **Credential Name:** Identifier for your credentials (e.g., `my-firecrawl-creds`)
+ * **Firecrawl API Key:** Your authentication key (e.g., `fc_api_xxxxxxxxxxxxx`)
+ * **Host:** Base URL (`https://api.firecrawl.dev`)
+
+
+
+ Drag a Firecrawl node into your Lamatic workflow and select your operation type
+
+
+
+ Set parameters, test your workflow, and deploy your agent
+
+
+
+## Usage Patterns
+
+
+
+ **Real-Time Execution**
+
+ Firecrawl nodes execute within sync nodes, returning results immediately in your workflow.
+
+ **Best For:**
+ * Quick single-page scrapes
+ * Small-scale crawls (< 50 pages)
+ * Real-time data needs
+ * Interactive agent responses
+
+ **Output Format:**
+ ```json
+ {
+ "success": true,
+ "status": "completed",
+ "completed": 48,
+ "total": 50,
+ "creditsUsed": 13,
+ "data": [...]
+ }
+ ```
+
+
+
+ **Webhook-Driven Processing**
+
+ Large crawls run asynchronously with webhook notifications for completion, progress, and errors.
+
+ **Best For:**
+ * Large-scale crawls (100+ pages)
+ * Multi-domain batch operations
+ * Background processing
+ * Scheduled jobs
+
+ **Webhook Events:**
+ * `started` - Crawl initiated
+ * `page` - Each page completed
+ * `completed` - Job finished
+ * `failed` - Error occurred
+
+ **Output Format:**
+ ```json
+ {
+ "success": true,
+ "id": "8***************************7",
+ "url": "https://api.firecrawl.dev/v1/crawl/..."
+ }
+ ```
+
+
+
+ **AI-Powered Automation**
+
+ Combine Firecrawl with LLM nodes for intelligent data processing:
+
+ 1. Firecrawl extracts web content
+ 2. Code nodes process and transform data
+ 3. LLM nodes analyze and generate insights
+ 4. Vector DB stores for RAG applications
+
+ **Example Flow:**
+ ```
+ Trigger → Firecrawl (Crawl) → Code Node (Parse) → LLM (Analyze) → VectorDB (Store)
+ ```
+
+
+
+## Common Use Cases
+
+
+
+ Crawl documentation sites and build RAG-powered chatbots with up-to-date knowledge
+
+
+
+ Track competitor websites, extract pricing data, and alert on changes automatically
+
+
+
+ Scrape multiple content sources, process with LLMs, and publish aggregated insights
+
+
+
+ Build agents that autonomously research topics by crawling and analyzing web sources
+
+
+
+## Configuration Reference
+
+### Crawler Parameters
+
+| Parameter | Description | Example Value |
+| ---------------------- | ---------------------------------------------- | --------------------------- |
+| **URL** | Starting point for crawl | `https://example.com` |
+| **Include Path** | URL patterns to include | `"blog/*", "products/*"` |
+| **Exclude Path** | URL patterns to exclude | `"admin/*", "private/*"` |
+| **Crawl Depth** | Maximum depth relative to start URL | `3` |
+| **Crawl Limit** | Maximum pages to crawl | `1000` |
+| **Max Discovery Depth**| Max depth for discovering new URLs | `5` |
+| **Allow External Links**| Crawl external domains | `false` |
+| **Delay** | Request throttle delay (seconds) | `2` |
+
+### Scraper Parameters
+
+| Parameter | Description | Example Value |
+| ------------------------ | ----------------------------------- | ------------------------- |
+| **URL** | Target URL to scrape | `https://example.com/page`|
+| **Main Content** | Extract only main content | `true` |
+| **Include Tags** | HTML tags to extract | `p, h1, h2, article` |
+| **Exclude Tags** | HTML tags to exclude | `nav, footer, aside` |
+| **Emulate Mobile Device**| Simulate mobile browser | `true` |
+| **Wait for Page Load** | Delay for dynamic content (ms) | `2000` |
+
+### Webhook Configuration
+
+| Parameter | Description | Example Value |
+| -------------------- | ------------------------------------- | ------------------------------------ |
+| **Callback Webhook** | URL for completion notifications | `https://example.com/webhook` |
+| **Webhook Headers** | Custom headers for webhook | `{'Content-Type':'application/json'}`|
+| **Webhook Metadata** | Custom metadata to send | `{'status':'{{node.status}}'}` |
+| **Webhook Events** | Events to trigger notifications | `["completed", "failed", "page"]` |
+
+## Best Practices
+
+
+
+ * Use Map URL before large crawls to plan
+ * Set appropriate crawl limits
+ * Configure delay to avoid rate limits
+ * Use batch mode for multiple domains
+
+
+
+ * Test with small datasets first
+ * Add error handling for failed scrapes
+ * Use async mode for > 50 pages
+ * Configure webhook metadata for tracking
+
+
+
+ * Increase "Wait for Page Load" time
+ * Enable mobile emulation if needed
+ * Test with browser DevTools first
+ * Use Include/Exclude Tags strategically
+
+
+
+ * Process scraped data with Code nodes
+ * Transform JSON before LLM processing
+ * Store in VectorDB for RAG applications
+ * Cache results to reduce API calls
+
+
+
+## Lamatic vs Other Platforms
+
+| Feature | Lamatic | Dify | Make | n8n |
+| -------------------- | -------------------- | -------------------- | ------------------- | ------------------- |
+| **Type** | AI agent platform | LLM app platform | Workflow automation | Workflow automation |
+| **Best For** | Agent automation | AI chatbots | Visual workflows | Developer control |
+| **Firecrawl Mode** | Tool + Node Based | Tool-based | Action-based | Node-based |
+| **Webhook Support** | Native | Via plugins | Native | Native |
+| **Batch Operations** | Yes | Manual | Yes | Yes |
+| **Self-Hosted** | In Works | Yes | No | Yes |
+| **VectorDB Built-in**| Yes | Yes | No | No |
+
+
+ **Pro Tip:** Lamatic excels at building production-grade AI agents with native Firecrawl integration. Use sync mode for real-time scraping in interactive agents, and async mode with webhooks for large-scale batch processing and monitoring workflows.
+
+
+## Troubleshooting
+
+| Problem | Solution |
+| ---------------------------- | ------------------------------------------------------------- |
+| Invalid API Key | Verify API key in Firecrawl dashboard and update credentials |
+| Connection Issues | Check host URL and whitelist Cloudflare IPs if self-hosting |
+| Webhook Not Triggering | Confirm endpoint is active and accepts POST requests |
+| Dynamic Content Not Loaded | Increase "Wait for Page Load" time (e.g., 2000-5000ms) |
+| Crawl Limit Exceeded | Adjust "Crawl Limit" parameter or upgrade Firecrawl plan |
+| Include/Exclude Path Errors | Review path patterns for syntax errors and test individually |
+
+
+ **Need Help?** Check [Lamatic Firecrawl Documentation](https://lamatic.ai/integrations/apps-data-sources/firecrawl) or join the community for support. For Firecrawl-specific issues, refer to [Firecrawl Docs](https://docs.firecrawl.dev).
+