README.md

metadata

title: StartupScan
emoji: 🚀
colorFrom: red
colorTo: red
sdk: docker
app_port: 8501
tags:
  - streamlit
pinned: false
short_description: AI-powered tool for scanning and validating startup ideas

🚀 StartupScan - Streamlit App

A comprehensive AI-powered tool for scanning and validating startup ideas with market research and competitive analysis.

Features

• 🎯 Idea Clarification: AI assessment of originality, mission, and objectives
• 📊 Market Research: TAM/SAM/SOM analysis and customer segmentation
• 🏢 Competitor Analysis: SWOT analysis and positioning assessment
• 📋 Validation Report: Executive summary with strategic recommendations

Setup & Installation

1. Install Dependencies:

   pip install -r requirements.txt
   

2. Set Environment Variables:

   export OPENAI_API_KEY="your-openai-api-key"
   export ATLA_INSIGHTS_TOKEN="your-atla-insights-token"
   export GOOGLE_API_KEY="your-google-api-key"  # For search functionality
   

3. Run the Streamlit App:

   streamlit run src/streamlit_app.py
   

4. Open Your Browser: The app will automatically open at http://localhost:8501

Usage

1. Enter Your Startup Idea: Describe your startup idea in detail in the text area
2. Choose AI Model: Select from GPT-4o, GPT-4o-mini, o1, or o3-mini for analysis
3. Click "Validate My Idea": The AI agents will scan and analyze your idea through multiple phases
4. Review Results: Get a comprehensive validation report with recommendations
5. Download Report: Save the validation report as a markdown file

Example Startup Ideas

• AI-powered personal finance coach for millennials
• Sustainable packaging solutions for e-commerce
• Virtual reality fitness platform for remote workers
• Marketplace for local artisan food products
• Smart home energy optimization system

Requirements

• Python 3.8+
• Valid OpenAI API key
• Atla Insights token (for monitoring)
• Google API key (for search functionality)

Troubleshooting

• API Errors: Ensure all environment variables are set correctly
• Slow Performance: The validation process typically takes 2-5 minutes
• Connection Issues: Check your internet connection and API limits

Note

This validation is for informational purposes only. Conduct additional due diligence before making investment decisions.