The AI Review Response Generator is a desktop application that helps businesses automatically analyze customer reviews and generate professional, contextual responses across multiple platforms including Google, Yelp, Amazon, Trustpilot, TripAdvisor, and Facebook. You install the application locally and run it through your web browser on Windows, macOS, or Linux.
The application uses DistilBERT for sentiment analysis and TF-IDF for keyword extraction to understand review content. It then generates responses in your chosen tone (professional, friendly, apologetic, or grateful) and language (English, Spanish, French, German, or Italian). You can configure your business name, contact information, industry, and brand voice to ensure responses align with your communication standards. The application includes synthetic training data examples to improve response quality and coverage while protecting user information since all processing happens locally on your machine.
Key capabilities include analyzing individual reviews with sentiment scoring and keyword identification, batch processing multiple reviews via CSV upload, viewing analytics dashboards with sentiment trends and statistics, managing a review library with search and filtering, and customizing response templates. The application works completely offline after initial setup when it downloads the required machine learning models. No external API costs or recurring fees apply. Data is stored locally in an SQLite database.
You need Python 3.10 or higher, 4GB RAM minimum (8GB recommended), 2GB disk space, and a modern web browser. Internet connection is required only for initial installation to download dependencies. The application runs on localhost:5000 and includes complete documentation covering installation, usage, API reference, and best practices.
IMPORTANT NOTE: This application has been fully developed with all features implemented. However, it has not been tested in a live production environment. You should expect to perform integration testing and may encounter minor bugs that require fixing. Basic technical knowledge and development skills are required for installation and troubleshooting.
NO REFUNDS: Due to the digital nature of this product, 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.