The AI A/B Testing Automation Platform is a production-ready application that lets you create, manage, and optimize conversion tests using statistical analysis and artificial intelligence. Built on FastAPI and React, this system combines rigorous statistics with AI-driven insights to help you make data-informed decisions about your marketing, product, and growth experiments.
You can launch A/B tests with multiple variations, track conversion rates and custom metrics in real time, and receive automated recommendations based on Bayesian and frequentist statistical methods. The platform includes a multi-armed bandit engine that adapts traffic allocation dynamically, directing more visitors to winning variations while continuing to test for significance. AI capabilities powered by the Anthropic API generate variation content, detect anomalies, predict outcomes, and produce actionable insights without manual analysis.
The system ships with 10 pre-configured sample tests populated with synthetic data, allowing you to explore features immediately and understand how the platform handles different test scenarios. Synthetic data generation protects user privacy during development and ensures comprehensive test coverage across edge cases. The backend provides a RESTful API with interactive documentation, while the standalone HTML frontend requires no build tools and connects to your local server. Core features include z-tests, t-tests, confidence intervals, power analysis, Thompson Sampling, UCB1, epsilon-greedy algorithms, real-time dashboards, and statistical significance testing with multiple-testing corrections.
This is a self-hosted application. You provide your own Anthropic API key for AI features. The platform uses SQLite for data storage, NumPy and SciPy for statistical computation, and Recharts for visualization. Minimum requirements: Python 3.10 or higher, 4GB RAM, modern web browser. The codebase includes approximately 3,000 lines of Python and 880 lines of frontend code with inline documentation.
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.
NO REFUNDS: Due to the digital nature, 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.