How to Build a Competitive Intelligence Agent with Claude + CrawlForge

Competitive intelligence is critical for business success, but manually monitoring competitors is time-consuming. In this tutorial, you'll build an AI agent that automatically researches competitors, analyzes their strategies, and delivers weekly reports - all using Claude and CrawlForge MCP.

What You'll Build

By the end of this tutorial, you'll have a competitive intelligence agent that:

• Monitors competitor websites for changes
• Tracks competitor pricing and product updates
• Analyzes competitor content strategies
• Generates weekly summary reports
• Alerts you to significant developments

Time Required: 30-45 minutes Cost: ~50 credits (within free tier)

Prerequisites

Before starting, ensure you have:

1. Claude Code installed: npm install -g @anthropic-ai/claude-code
2. CrawlForge MCP configured: Follow our setup guide
3. Free CrawlForge account: Sign up here for 1,000 free credits

Step 1: Define Your Competitors

First, create a configuration file for your competitors. In your project directory:

Step 2: Build the Research Agent

Now, let's create the agent. In Claude Code, start with this system prompt:

Step 3: Implement Core Research Functions

Function 1: Fetch Competitor Pricing

Function 2: Monitor Product Updates

Function 3: Analyze Content Strategy

Step 4: Set Up Change Tracking

CrawlForge's track_changes tool monitors pages for updates:

Change Tracking Configuration

Step 5: Generate Weekly Reports

Create a weekly report prompt:

Step 6: Automate with Scheduled Tasks

For production use, schedule your agent to run weekly:

Credit Optimization Tips

Keep your costs low with these strategies:

1. Use the Cheapest Tool First

2. Batch Your Requests

3. Cache Competitor Data

Structure your analysis to reuse fetched data:

Example Output

Here's what a competitive intelligence report looks like:

Advanced: Multi-Competitor Monitoring

For tracking many competitors, use this efficient pattern:

Next Steps

You've built a functional competitive intelligence agent. Here's how to extend it:

1. Add sentiment analysis: Use analyze_content on competitor reviews
2. Track social media: Monitor competitor Twitter/LinkedIn
3. Set up alerts: Configure email notifications for major changes
4. Build a dashboard: Visualize trends over time

Related Resources:

• Complete MCP Web Scraping Guide
• Stealth Mode for Protected Sites
• CrawlForge Documentation

Get Started Free - 1,000 credits included