Opportunity intelligence for builders
Stop guessing what to build. Start with real demand.
Unbuilt scans 10,000+ App Store reviews, Reddit threads, and Twitter/X posts every day to find unsolved problems, score them by demand, and hand you a build plan — so you ship what people actually want.
Who It's For
Whether you're validating ideas solo or leading a product team, Unbuilt gives you the signal.
Indie Hackers
Stop scrolling for ideas. Get daily real problems with effort estimates.
Product Teams
See competitor complaints. Prioritize by complaint velocity.
Agencies & Consultants
Pitch with data. Use gap reports for proposals.
Today's Top Gaps — Live
Real opportunities from today's scan. Updated daily from 10,000+ signals.
Free to browse. No signup required.
How It Works
From raw complaints to a quantified opportunity, in near‑real‑time.
1) Collect Signals
Scan 27,000+ App Store reviews, Reddit threads, and Twitter/X posts across 20 categories daily.
2) Cluster & Score
AI clusters complaints, scores opportunities 1–100, and tracks trend velocity (Spiking, Rising, Steady).
3) Generate Build Plans
Each gap gets an effort estimate, a concrete first step, and a 3‑step revenue milestone ladder.
4) Ship & Validate
Web app or mobile? Solo dev weekend or small team? Follow the milestone ladder from $0 to $10K MRR.
Signals We Track
Every insight comes with a source trail so your team can validate fast.
iOS App Store
3,000+ apps across 20 categories. Reviews, ratings, and complaint clustering.
Reddit Communities
Subreddits where users vent about tools, ask for alternatives, and discuss gaps.
Twitter / X
Intent-based signals: "wish there was", "so frustrating", "looking for an alternative".
LLM Analysis
GPT-powered clustering, opportunity scoring, revenue milestones, and build plans.
Every Gap Comes With a Build Plan
Not just "what's broken" — we tell you exactly how to start, what to charge, and how to grow.
Churn Interview Tracker for SaaS
Start here: Create a 7-question Typeform to validate demand with indie founders.
What you get for every gap
- Pain summary + real user quotes
- Effort estimate (weekend / 1 week / 2 weeks)
- 3-step revenue milestone ladder
- Concrete first step to start in 15 min
- Competitive analysis + timing context
- Ask follow-up questions via AI chat
Pricing
Start lean, upgrade for deeper coverage and faster refresh.
|
Starter
$19/mo
|
Most Popular
Growth
$49/mo
|
Pro
$99/mo
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|---|---|---|---|
| Coverage | |||
| Categories | 5 of 20 | 10 of 20 | All 20 |
| Regions | US only | US + CA | 7 countries (US, CA, UK, DE, CN, JP, AU) |
| Data sources | App Store reviews | App Store + Reddit + Twitter/X | App Store + Reddit + Twitter/X |
| Data & Refresh | |||
| Refresh frequency | Daily | Daily | Daily |
| Trend velocity tracking | ✓ | ✓ | ✓ |
| History retention | 30 days | 60 days | 90 days |
| Insights | |||
| Pain point clustering | ✓ | ✓ | ✓ |
| Opportunity scoring | ✓ | ✓ | ✓ |
| Opportunity briefs | ✓ | ✓ | ✓ |
| Deep gap reports | — | — | ✓ Full dossiers |
| Competitor weakness analysis | ✓ | ✓ | ✓ |
| Exports & Alerts | |||
| CSV exports | ✓ | ✓ | ✓ |
| Email digest | Weekly | Daily | Daily |
| Shareable reports | — | — | ✓ |
| Support | |||
| Chat support | ✓ | ✓ | ✓ |
| Priority support | — | — | ✓ |
Enterprise
Global coverage, custom data providers, dedicated analyst support, and private deployment.
Why it pays for itself
Pick your stage. See what you'd spend without us.
Every month without data, you're missing the next big build
These products were born from exactly the kind of gaps Unbuilt surfaces. The founders who built them spotted a pain point early and moved fast.
Frequently Asked Questions
Everything you need to know before you start.
If everyone sees the same gaps, doesn't the opportunity disappear?
No — and here's why. First, seeing an opportunity and executing on it are worlds apart. Most people never ship. Second, Unbuilt surfaces 15+ scored gaps across 20 categories every scrape — different builders gravitate toward different niches based on their skills, domain expertise, and audience. Third, Pro users get deep gap reports with competitive analysis, user profiles, and build plans that aren't available on lower tiers. And finally, the data refreshes continuously — today's spiking complaint might be tomorrow's crowded space, while a new gap emerges. The advantage isn't the list; it's acting on the right signal at the right time.
How is this different from app analytics tools like Sensor Tower or data.ai?
Those tools tell you how existing apps are performing — downloads, rankings, revenue estimates. Unbuilt does the opposite: it reads what users are complaining about and translates those complaints into specific product ideas with market sizing and build recommendations. We're not an analytics dashboard for apps you've already built; we're a discovery engine for things that should be built.
How fresh is the data?
Signals are refreshed daily. Each scrape pulls 10,000+ reviews across 3,000+ apps in 20 categories. Pro users also get trend velocity — we track how fast each complaint is accelerating so you can spot spikes before they plateau.
What exactly do I get in a deep gap report?
Each gap includes a pain summary, user profile (who's complaining and why), 3–5 verbatim quotes from real reviews, timing context (why this opportunity exists now), competitive landscape (what incumbents are/aren't doing), and a specific build plan with stack recommendations. Think of it as a mini research dossier you'd normally pay an analyst to write.
Do I need technical skills to use Unbuilt?
Not at all. The dashboard is designed for founders, product managers, and business operators. Everything is visual — sortable tables, score bars, one-click CSV exports, and plain-English opportunity briefs. If you can read a spreadsheet, you can use Unbuilt.
Can I try it before paying?
Yes. Every account starts free with access to the dashboard overview. You can also start a 12-day free trial of Starter, Growth, or Pro — no credit card required — to explore the full dataset, exports, and gap reports before committing.
What regions and categories are covered?
We scan 20 App Store categories (Business, Education, Finance, Health & Fitness, Shopping, and 15 more) across 7 countries: United States, Canada, United Kingdom, Germany, China, Japan, and Australia. Enterprise plans support custom regions and data sources.
Can I cancel anytime?
Yes. All plans are month-to-month with no contracts. Cancel from your billing portal in one click. You keep access through the end of your billing period.