AI-Powered Business Idea Validation Tool
Rafa Romero
Is It Shipped Yet
Overview An AI-powered validation tool built to help entrepreneurs quickly assess the viability of their business ideas. The app identifies similar existing solutions, analyzes market competition, and provides actionable insights to refine or validate new concepts.
Problem Solved Entrepreneurs often struggle to validate ideas efficiently—spending hours researching competitors, market size, and customer demand. This app automates the initial validation process, providing a comprehensive similarity analysis and competitive landscape overview in minutes.
How It Works
Input Your Idea: Describe your business concept
Similarity Analysis: AI scans the internet and returns a curated list of similar ideas with similarity indexes
Deep Dive Research (optional): Select ideas of interest for detailed analysis including:
Market size estimation
Competitor landscape
Marketing strategy suggestions
Social sentiment analysis (Reddit, Twitter/X mentions)
Keyword research and SEO opportunities
User discussions and feedback patterns
Key Features
Real-time similarity matching across internet sources
Similarity scoring system for quick comparison
Comprehensive competitive analysis
Market research automation
Social media sentiment tracking
Keyword and SEO recommendations
Actionable marketing insights
Technical Stack
Frontend: Lovable (web application)
Database: Supabase
AI Models: Perplexity AI + OpenAI
Data Sources: Real-time web crawling, Reddit, Twitter/X APIs
Status: Fully functional MVP with core features operational
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Posted Oct 24, 2025
The app identifies similar existing solutions, analyzes market competition, and provides actionable insights to refine or validate new concepts.
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Timeline
Nov 1, 2024 - Feb 4, 2025
