# Scrapfly n8n Workflows

## Production-Ready Automation Workflows

 From beginner price monitoring to advanced competitive intelligence with AI-powered insights. Battle-tested automation workflows ready to import and deploy.

 

- **Import & Deploy** - Download JSON workflows and import directly into your n8n instance.
- **6 Production Workflows** - From beginner to expert level with real-world use cases.
- **AI-Powered** - Leverage LLM agents for extraction, analysis, and automation.
- **Anti-Bot Ready** - Built on Scrapfly's battle-tested infrastructure.
 
 [ Get Free API Key ](https://scrapfly.io/register "Get Free API Key") 1,000 Free Credits • No Credit Card Required 

 [  ](https://www.capterra.fr/software/212653/scrapfly) 

 

 

 

###  Quick Start 

**Try it now:**

 [ Test in Browser Playground ](https://scrapfly.io/products/mcp-cloud/playground)No setup required, just an account • Works directly in your browser

 

**Import n8n Workflow:**

1. Get your [free Scrapfly API key](https://scrapfly.io/register)
2. Download a workflow JSON below
3. Import into n8n (Workflows → Import)
4. Add your API key and run!
 
 

**Or use MCP Tools in n8n:**

 ```
npx mcp-remote https://mcp.scrapfly.io/mcp?key=YOUR_KEY
```

 [Read the full setup guide ](https://scrapfly.io/docs/mcp/integrations/n8n)

 

 

 

 

 

   Explore Workflows##  [Interactive Workflow Showcase](#showcase) 

 Select a workflow below to explore the automation journey

 

         

    1. Price Monitoring 2. News Aggregator 3. Competitive Intel 4. Real Estate Monitor 5. SEO SERP Tracker 6. Financial Data   

 

   

 Beginner Level### Price Monitoring

Monitor retailers and get alerts on price drops.

 This workflow demonstrates the fundamentals of scraping automation. It runs on a schedule, fetches product pages using Scrapfly's residential proxies to avoid blocks, and uses AI to cleanly extract the price.

 Setup 15 min

 

 Complexity 8 Nodes

 

 

 

#### Key Features

- Schedule-based triggers
- Scrapfly product extraction
- Basic AI agent chaining
- Conditional workflows
- Email/Slack notifications
- Data storage basics
 
 

#### Start Building

Download the JSON and import it into your n8n instance.

 [  Download JSON ](<https://scrapfly.io/mcp/n8n-workflows/00_ScrapFly - Price Monitoring (Introduction_Beginners AI Agent Chain).json>) [ View Guide ](https://scrapfly.io/docs/integration/n8n) 

 

 

 

 

   

 Intermediate Level### News Aggregator

Multi-source news gathering and AI summarization.

 Scale up your scraping by fetching from multiple sources in parallel. This workflow introduces advanced LLM prompting to de-duplicate stories and analyze sentiment.

 Setup 25 min

 

 Complexity 12 Nodes

 

 

 

#### Key Features

- Parallel data fetching
- Multi-source aggregation
- Advanced AI prompting
- Content deduplication
- Sentiment analysis
- Digest generation
 
 

#### Start Building

Download the JSON and import it into your n8n instance.

 [  Download JSON ](<https://scrapfly.io/mcp/n8n-workflows/01_ScrapFly - News Aggregator (Intermediate Agent Chain level).json>) [ View Guide ](https://scrapfly.io/docs/integration/n8n) 

 

 

 

 

   

 Advanced Level### Competitive Intelligence

Automated competitor tracking and dashboarding.

 A complete intelligence loop. Scrape competitor websites, parse unstructured data into strict schemas using AI, and push clean data into a BI tool or dashboard.

 Setup 40 min

 

 Complexity 18 Nodes

 

 

 

#### Key Features

- Complex AI orchestration
- Structured data parsing
- Dashboard generation
- Error handling patterns
- Stealth scraping
- Auto-scaling
 
 

#### Start Building

Download the JSON and import it into your n8n instance.

 [  Download JSON ](<https://scrapfly.io/mcp/n8n-workflows/02_ScrapFly - Competitive Intelligence (Advanced AI Chain_Prompt_Parsing + Dashboard Generation).json>) [ View Guide ](https://scrapfly.io/docs/integration/n8n) 

 

 

 

 

    

 Expert Level### Real Estate Monitor

Property matching and market analysis system.

 An industry-specific powerhouse. Aggregates listings from multiple platforms, enriches them with neighborhood data, and matches properties to client criteria.

 

#### Key Features

- Multi-platform aggregation
- Property matching algo
- Neighborhood enrichment
- Price trend analysis
- CRM integration
- Geo-spatial processing
 
 

#### Start Building

 [  Download JSON ](<https://scrapfly.io/mcp/n8n-workflows/10_ScrapFly - Real Estate Monitor (Realist case example).json>) [View Guide](https://scrapfly.io/docs/integration/n8n) 

 

 

 

  

 Expert Level### SEO SERP Tracker

Rank tracking and SERP feature analysis.

 

#### Key Features

- Multi-keyword tracking
- SERP feature detection
- Competitor monitoring
- Historical analysis
- Rank change alerts
- Localized scraping
 
 

#### Start Building

 [  Download JSON ](<https://scrapfly.io/mcp/n8n-workflows/11_ScrapFly - SEO SERP Tracker (Real Example).json>) [View Guide](https://scrapfly.io/docs/integration/n8n) 

 

 

 

  

 Expert Level### Financial Data Tracker

Market analysis and investment research.

 

#### Key Features

- Multi-source financial data
- Real-time monitoring
- Sentiment analysis
- Portfolio impact
- Risk calculation
- Automated reporting
 
 

#### Start Building

 [  Download JSON ](<https://scrapfly.io/mcp/n8n-workflows/12_ScrapFly - Financial Data Tracker.json>) [View Guide](https://scrapfly.io/docs/integration/n8n) 

 

 

 

 

 

  ## Ready to Automate?

 All workflows require a Scrapfly API key. Start with 1,000 free credits - no credit card required.

 

 [  Get Free API Key ](https://scrapfly.io/register) [  View Documentation ](https://scrapfly.io/docs/integration/n8n)