firecrawl/examples/gpt-4.1-company-researcher

GPT-4.1 Company Researcher

A Python tool that uses GPT-4.1, Firecrawl, and SerpAPI to research companies and extract structured information.

Features

• Search for company information using Google (via SerpAPI)
• Analyze search results with GPT-4.1 to identify relevant URLs
• Extract structured data from websites using Firecrawl
• Deduplicate and consolidate information for higher quality results
• Interactive command-line interface

Requirements

• Python 3.8+
• OpenAI API key (with GPT-4.1 access)
• Firecrawl API key
• SerpAPI key

Installation

1. Clone this repository
2. Install dependencies:

   pip install -r requirements.txt
   

3. Copy the .env.example file to .env and add your API keys:

   cp .env.example .env
   

4. Edit the .env file with your actual API keys

Usage

Run the script:

python gpt-4.1-company-researcher.py

You will be prompted to:

1. Enter a company name
2. Specify what information you want about the company

The tool will then:

• Search for relevant information
• Select the most appropriate URLs using GPT-4.1
• Extract structured data using Firecrawl
• Deduplicate and consolidate the information
• Display the results in JSON format

Example

Enter the company name: Anthropic
Enter what information you want about the company: founders and funding details

# Results will display structured information about Anthropic's founders and funding

License

MIT