A modern alternative to Trustpilot — combining community-driven business reviews with AI-powered summaries and moderation.
Built with FastAPI, PostgreSQL, SQLModel, and React/Next.js.

• Overview
• Features
• Tech Stack

This platform allows users to discover, evaluate, and engage with businesses.
It’s designed to help people make informed decisions through detailed reviews, ratings, and AI-generated summaries — saving time while keeping reviews authentic.

Key objectives:

• Provide a reliable review system for customers.
• Give businesses a chance to respond to feedback.
• Use AI to summarize and moderate reviews for clarity and safety.

• Browse businesses by category.
• Read and write reviews.
• Vote on reviews (“This is useful” feature).
• AI-generated review summaries for quick insights.

• Claim and manage business profiles.
• Respond to customer reviews.

• Automated review summarization.
• Intelligent review moderation (detects spam, hate speech, etc.).

• Visitor – Can browse businesses across different categories and see reviews.
• Registered User – Can write reviews and vote.
• Admin – Manage users, businesses, categories and reviews.
• Supervisor – Respond to customers' feedback.

Frontend:

• Next.js (React)
• Axios (API communication)
• Tailwind CSS (styling)

Backend:

• FastAPI
• PostgreSQL + SQLModel
• JWT Authentication

AI & NLP:

• Review summarization model (via API)
• Text moderation model