The Problem

Every day we face decisions: which tool to use, which career path to take, which product to buy. We spend hours reading reviews, comparing specs, and still feel uncertain. Most comparison sites are either biased, incomplete, or only cover specific product categories.

The Solution

CompareMuffin lets you drop in any two options and get a structured AI analysis instantly:

⚖️ Compare Anything

Products, tools, ideas, career paths, decisions — no category limits

🎯 Smart Verdicts

AI-powered winner selection with confidence scoring and reasoning

📈 Scoring Matrix

Detailed breakdown across multiple dimensions with HIGH/MED/LOW ratings

🔒 Full Reports

Comprehensive pros/cons, key differences, and actionable insights

How It Works

Drop two options: Type in anything you want to compare
AI analyzes: Structured reasoning across multiple dimensions
Get your verdict: Clear winner with confidence level and category tags
Dive deeper: Unlock full scoring matrix and detailed reasoning

Current Status

CompareMuffin is live and free to use! No signup required to try it. Google sign-in available to save your comparisons.

Why I Built This

I found myself constantly asking AI chatbots to compare things for me, but the responses were always unstructured walls of text. CompareMuffin takes that same AI power and wraps it in a clean, structured format that actually helps you decide.

Things I'm Building