The AI Market Research Software Trend Analyzer is a production-ready AI application that transforms how you analyze markets, track competitors, and forecast trends. Built on advanced machine learning models including BERT-based sentiment analysis, transformer architectures, and time series forecasting, this platform delivers actionable insights from market data in real time.
You get a complete full-stack solution with a FastAPI Python backend powered by PyTorch and Hugging Face Transformers, paired with a modern React 18 frontend using TypeScript and Tailwind CSS. The application performs real-time trend analysis using natural language processing and clustering algorithms, competitive intelligence comparisons with AI-driven insights, sentiment tracking across market texts, predictive forecasting with machine learning, automated PDF and JSON report generation, named entity recognition to extract companies and technologies, and knowledge graph construction to map relationships between market entities. Training datasets totaling approximately 793KB are included, featuring synthetic data generation to improve model coverage and protect user information while maintaining analytical accuracy.
This software is designed for businesses, market researchers, consultants, and analysts who need professional-grade market intelligence tools. You can deploy it as a standalone application for internal use or offer it as a Software-as-a-Service platform to your customers under the included commercial license. The system requires Python 3.11 or higher, Node.js 18 or higher, and a minimum of 8GB RAM. GPU acceleration is optional but speeds up AI processing. Docker deployment is supported for simplified setup. The application uses SQLite by default and can be configured for PostgreSQL in production environments. Interactive API documentation is provided at the /docs endpoint for developers who want to integrate the platform with existing systems.
IMPORTANT NOTE: This application has been fully developed with all features implemented. However, it has not been tested in a live production environment. Buyer should expect to perform integration testing and may encounter minor bugs that require fixing. Basic technical knowledge and development skills are required for setup, deployment, and any necessary adjustments.
NO REFUNDS: Due to the digital nature of this software, all sales are final.
LICENSE TERMS: Seller retains full ownership and control. Purchase grants a non-exclusive, non-transferable, perpetual license—AS IS, no support/updates, no refunds, no other obligations. Buyer may build and operate a materially new, closed-source product (including SaaS/paid service) for their own business/customers. Buyer may not open-source or disclose the application, nor resell, redistribute, rebrand, sublicense, or use the application (or any derivative) to create a competing or substantially similar product. License terms may be updated or changed at any time; continued use constitutes acceptance.
