Company Competitor Service Analysis and SWOT AI Agent
An AI business research agent that analyzes company services, identifies competitors, and generates SWOT reports from web data.
Businesses often need to understand their competitors, compare services, and identify market strengths and weaknesses before making strategic decisions. Doing this manually takes time because information is spread across websites, service pages, and public business data.
This project solves that problem by building an AI-powered agent system that collects web data, extracts company services, identifies competitors, and performs SWOT analysis using GPT models. The system combines web scraping with LLM-based reasoning to generate clear and useful business insights.
With a Streamlit interface, users can input company or service information and receive dynamic reports that summarize competitors, service positioning, strengths, weaknesses, opportunities, and threats in an organized format.
Key benefits
- Extracts company services from web data
- Identifies relevant competitors using AI agents
- Generates SWOT analysis with GPT-4
- Creates dynamic business research reports
- Reduces manual competitor research time
What's included
- Web scraping workflow using BeautifulSoup
- AI agent system for competitor identification
- GPT-based SWOT analysis engine
- Dynamic report generation system
- Streamlit-based user interface
Use Cases
- Competitor service analysis
- Business intelligence reporting
- Market research automation
- SWOT analysis generation
- Strategic planning support
Key deliverables
- AI-powered competitor analysis agent
- Service extraction system
- SWOT report generation workflow
- Web scraping and data processing pipeline
- Streamlit dashboard/interface
- Dynamic report output system