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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 1,000 Free Credits • No Credit Card Required
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Quick Start

Try it now:

Test in Browser Playground

No setup required, just an account • Works directly in your browser

Import n8n Workflow:

  1. Get your free Scrapfly API key
  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

Explore Workflows

Interactive Workflow Showcase

Select a workflow below to explore the automation journey

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.

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.

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.

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 View Guide
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 View Guide
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 View Guide

Ready to Automate?

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

Get Free API Key View Documentation