Topic Tree GPT

Topic Tree Plugin Topic Tree is a WordPress plugin that uses AI-assisted analysis to automatically summarize site content, group posts and pages by topic similarity, and generate high-level SEO insights. It is designed to help site owners and developers better understand, organize, and evaluate large content collections. Features Automatic AI-powered summaries for posts and pages Intelligent topic grouping based on content similarity Overall site-level summary generation SEO insight generation for individual posts and topic groups Token usage tracking and caching for performance optimization Graceful fallback logic when AI services are unavailable How It Works The plugin analyzes published posts and pages, generates concise summaries, and clusters content into meaningful topic categories. These insights can be used to understand content coverage, identify outdated or underrepresented topics, and improve site structure and SEO strategy. All AI responses are cached to reduce redundant requests and improve performance. Configuration This plugin requires an OpenAI API key to enable AI-powered features. The API key is intentionally not included in this repository. You may configure the key by: Extending the plugin to load it from wp-config.php, or Injecting it via environment variables or custom configuration logic Without an API key, the plugin will fail gracefully and log configuration warnings. File Overview index.php – Plugin bootstrap and core hooks helpers.php – Utility functions and shared logic summarization.php – AI summarization, topic extraction, and SEO logic admin-script.js – Admin-side interactivity admin-style.css – Admin UI styling Intended Use This project was developed as a research and portfolio plugin to explore: AI-assisted content analysis Automated summarization Topic modeling and clustering SEO-oriented content insights It can be adapted for production use with appropriate configuration and safeguards. License GPL2