README.md

metadata

title: SitegeistAI
emoji: 🚀
colorFrom: yellow
colorTo: gray
sdk: gradio
sdk_version: 5.33.0
app_file: app.py
pinned: false
license: mit
short_description: It's a "Swiss Army knife" for web analysis
tags:
  - mcp-server-track

🎯 About SitegeistAI

SitegeistAI is a powerful Marketing & Content Intelligence Engine that transforms web analysis into actionable insights. Built as a comprehensive tool for marketers, content creators, SEO specialists, and researchers, it combines advanced web scraping, AI-powered analysis, and intelligent search to deliver deep understanding of web content at scale.

Video Demo: https://youtu.be/1BbAGJAlSbg

✨ Key Features

• 🔍 Intelligent Web Discovery: Powered by Tavily API for precise, relevant URL discovery based on search queries
• 📊 Deep Content Analysis: Comprehensive analysis including SEO metrics, readability scores, sentiment analysis, and keyword extraction
• 🤖 AI-Powered Insights: Leverages OpenAI GPT-4 for sophisticated content understanding and theme identification
• ⚡ Scalable Processing: Built on Modal infrastructure for parallel processing of multiple URLs simultaneously
• 🎨 Intuitive Interface: Clean Gradio-based UI with two analysis modes for different use cases
• 📈 Marketing Intelligence: Specialized for marketing analysis with brand mentions, CTA detection, and emotional tone analysis
• 🔧 MCP Server Integration: Built as a Model Context Protocol server for seamless integration with AI tools

🚀 Core Capabilities

1. Specific URL Analysis

• Analyze predetermined lists of URLs with custom prompts
• Deep dive into individual site metrics and content themes
• Perfect for competitive analysis and site auditing

2. Discovery & Analysis Pipeline

• Search the web for relevant content using natural language queries
• Automatically discover and analyze up to 200 URLs in a single operation
• Ideal for market research and trend analysis

3. Comprehensive Content Intelligence

• SEO Metrics: Meta titles, descriptions, internal/external link analysis
• Readability Analysis: Flesch reading scores, grade levels, estimated reading time
• Content Insights: Primary keywords, LSI keywords, brand mentions
• Sentiment & Tone: Emotional analysis and content sentiment scoring
• CTA Detection: Identification and analysis of calls-to-action

🎯 Use Cases

🏢 Marketing Teams

• Competitive Intelligence: Analyze competitor content strategies and messaging
• Brand Monitoring: Track brand mentions and sentiment across the web
• Content Gap Analysis: Identify content opportunities in your niche
• Campaign Research: Gather insights for content marketing campaigns

📈 SEO Specialists

• Content Audit: Analyze readability and SEO metrics of existing content
• Keyword Research: Discover semantic keywords and content themes
• Link Analysis: Evaluate internal and external linking strategies
• SERP Analysis: Analyze top-ranking content for target keywords

📝 Content Creators

• Topic Research: Discover trending themes and content angles
• Tone Analysis: Understand emotional resonance of successful content
• Content Planning: Identify gaps and opportunities in content landscapes
• Performance Benchmarking: Compare content metrics against industry standards

🔬 Researchers & Analysts

• Market Research: Analyze industry trends and thought leadership content
• Academic Research: Process and analyze large volumes of web content
• Trend Analysis: Identify emerging themes and topics across domains
• Sentiment Tracking: Monitor public opinion and discourse on topics

🛠️ Developers & Data Scientists

• MCP Integration: Use as a server for AI assistants and chatbots
• Data Pipeline: Incorporate web intelligence into larger data workflows
• API Integration: Leverage Modal functions for custom applications
• Research Automation: Automate content discovery and analysis tasks