Discover What
Hasn't Been Built Yet
Unbuilt Lab scans Reddit, Google Trends, HackerNews, app stores, and more — then uses AI to surface validated startup ideas backed by real market evidence.
From raw data to
actionable ideas
Three steps between you and your next venture. Our AI does the heavy lifting so you can focus on building.
Tell us what you're looking for
Set your criteria across 7 dimensions — product type, industry niche, target audience, budget, monetization model, competition tolerance, and regional focus.
We scan the internet for signals
Our scrapers hit Reddit, Google Play, Hacker News, Google Trends, GitHub, Product Hunt, App Store, YouTube, and more — gathering thousands of real data points.
AI scores and delivers opportunities
NLP sentiment analysis, topic clustering, and AI scoring evaluate each opportunity across six dimensions. You get validated ideas ranked by real evidence.
Not another idea generator
Every idea is grounded in real demand signals — not guesswork, not brainstorming fluff.
Evidence-Backed Ideas
Every idea links back to real Reddit threads, app reviews, trending searches, and GitHub repos. You can verify the demand yourself.
6-Dimension Scoring
Each opportunity is scored on demand signal, competition gap, feasibility, market timing, monetization potential, and community buzz.
Fresh Data, Always
Our scrapers run continuously, so you're always seeing the latest market gaps — not stale analysis from months ago.
Deep Competitive Analysis
See existing players, their ratings, review counts, and where they fall short. Find the gaps competitors are leaving wide open.
Product Blueprints
Get a comprehensive build-ready document for any idea — user personas, feature roadmap, tech stack, and go-to-market strategy.
Smart Alerts
Set your criteria once and get notified when high-scoring opportunities matching your interests emerge from the data.
We go where the signals are
We continuously scan multiple sources across app stores, communities, trend data, and startup marketplaces — so you don't have to.
Six dimensions.
One clear score.
Every idea gets a composite opportunity score from 0 to 100, built from six independently calculated dimensions. No hand-waving — just data.
Your next startup idea
is already out there
Stop guessing. Start building what the market is actually asking for.
The story behind
Unbuilt Lab
Every entrepreneur knows the feeling: you have the skills to build something great, but you're stuck searching for the right problem to solve. You scroll through forums, scan competitors, read trends — spending weeks on research that may lead nowhere.
Unbuilt Lab was born from that exact frustration. We asked a simple question: what if AI could do the research for you? Not generate random ideas, but systematically scan the internet for real, validated demand signals — and score them so you know which opportunities are actually worth pursuing.
Today, Unbuilt Lab continuously scrapes 12+ data sources, processes 67,000+ data points through NLP and AI analysis, and delivers scored startup opportunities backed by real market evidence. No guesswork. No brainstorming fluff. Just data-driven ideas you can actually build.
Unbuilt Lab is designed, developed, and owned by The Code Smith — a technology consulting company specializing in AI automation, full-stack development, and product engineering.
Unbuilt Lab
Scans 12+ data sources including Reddit, Google Trends, HackerNews, and app stores to surface validated business opportunities scored across six dimensions.
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