awesome-llm-apps/ai_agent_tutorials/ai_competitors_analysis_team

AI Competitor Intelligence Agent 🔍

The AI Competitor Intelligence Agent is a powerful competitor analysis tool powered by Firecrawl and Phidata's AI Agent framework. This app helps businesses analyze their competitors by extracting structured data from competitor websites and generating actionable insights using AI.

Features

• Multi-Agent System

  • Firecrawl Agent: Specializes in crawling and summarizing competitor websites
  • Analysis Agent: Generates detailed competitive analysis reports
  • Comparison Agent: Creates structured comparisons between competitors

• Competitor Discovery:

  • Finds similar companies using URL matching with Exa AI
  • Discovers competitors based on business descriptions
  • Automatically extracts relevant competitor URLs

• Comprehensive Analysis:

  • Provides structured analysis reports with:
    • Market gaps and opportunities
    • Competitor weaknesses
    • Recommended features
    • Pricing strategies
    • Growth opportunities
    • Actionable recommendations

• Interactive Analysis: Users can input either their company URL or description for analysis

Requirements

The application requires the following Python libraries:

• phidata
• exa-py
• streamlit
• pandas
• firecrawl-py

You'll also need API keys for:

• OpenAI
• Firecrawl
• Exa

How to Run

Follow these steps to set up and run the application:

1. Clone the Repository:

   git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
   cd ai_agent_tutorials/ai_competitors_analysis_team
   

2. Install the dependencies:

   pip install -r requirements.txt
   

3. Set up your API keys:

   • Get an OpenAI API key from: https://platform.openai.com/api-keys
   • Get a Firecrawl API key from: Firecrawl website
   • Get an Exa API key from: Exa website

4. Run the Streamlit app:

   streamlit run ai_competitor_analyser.py
   

Usage

1. Enter your API keys in the sidebar
2. Input either:
   • Your company's website URL
   • A description of your company
3. Click "Analyze Competitors" to generate:
   • Competitor comparison table
   • Detailed analysis report
   • Strategic recommendations