GPTRecap

Product Introduction

1. GPTRecap is a browser-based analytics tool that transforms ChatGPT conversation history into personalized insights resembling Spotify Wrapped. Users upload their ChatGPT data export (ZIP or JSON) to receive AI-generated reports on topics, personality traits, IQ estimates, and communication patterns. The tool operates entirely client-side without requiring account creation or storing user data.
2. The core value lies in providing privacy-focused, instant analysis of ChatGPT interactions through advanced AI processing. It enables users to quantify their AI usage patterns, discover behavioral trends, and share professionally designed visual summaries without compromising data security.

Main Features

1. The platform offers usage analytics including heatmaps, streak tracking, and message frequency charts that visualize ChatGPT engagement patterns across days, weeks, and months. Users can identify peak activity periods and measure consistency through interactive temporal visualizations.
2. Personality analysis categorizes users into 30+ distinct types (Entrepreneur, Artist, Gamer) using NLP models that evaluate conversation content, vocabulary choices, and interaction styles. Each type includes detailed behavioral profiles and comparative metrics against average user baselines.
3. Premium features employ GPT-4 for cognitive assessments generating IQ estimates through analysis of reasoning patterns, problem-solving approaches, and linguistic complexity in conversations. This includes breakdowns across verbal, spatial, and logical intelligence domains with percentile rankings.

Problems Solved

1. Addresses the inability to systematically analyze long-term ChatGPT usage patterns and self-awareness gaps in human-AI interaction styles. Traditional methods require manual review of chat logs without AI-powered trend identification or quantitative metrics.
2. Serves frequent ChatGPT users (writers, researchers, developers) who require insights into their AI-assisted workflows and content creators needing shareable analytics for audience engagement.
3. Enables use cases like optimizing prompt engineering strategies through style analysis, identifying knowledge gaps via topic trends, and validating cognitive development through longitudinal IQ measurements.

Unique Advantages

1. Differentiates through client-side processing architecture where all analysis occurs in the user's browser using WebAssembly modules, eliminating cloud-based data transmission. Competitors typically process data on remote servers with storage retention policies.
2. Integrates multimodal analysis combining statistical metrics (message counts, response times) with GPT-4's semantic understanding to detect nuanced relationship dynamics between users and AI, including emotional tone shifts and dependency patterns.
3. Offers token-based premium access without subscriptions, allowing one-time purchases for specific analyses while maintaining free access to core features. The system supports batch processing of multiple exports for longitudinal comparisons unavailable in similar tools.

Frequently Asked Questions (FAQ)

1. Is my ChatGPT data safe? All processing occurs locally in your browser using JavaScript and WebAssembly, with zero conversation data transmitted to or stored on external servers. The system automatically purges uploaded files after analysis completion.
2. How do I get my ChatGPT data? Navigate to ChatGPT Settings → Data Controls → Export Data to request an archive from OpenAI. The system accepts both ZIP exports and raw JSON files, which typically arrive via email within 24 hours.
3. How long does analysis take? Processing completes in under 30 seconds for average-sized histories (up to 10,000 messages) through optimized browser-based algorithms. Larger datasets may require additional time proportional to file size and device processing power.