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| 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 | |