Problem Pilot uses AI to analyze millions of online conversations, uncovering validated SaaS ideas from real user frustrations. Build what people will pay for.
Stop building products nobody wants. Find validated opportunities from real user pain points.
Problem Discovery
AI analyzes millions of conversations to find real problems with validated demand.
Market Validation
Skip surveys and interviews. Get authentic insights from real user discussions.
Solution Generation
Transform problems into actionable solution blueprints with business models.
The Problem with Building
90% of Startups Fail Because They Build What Nobody Wants
Skip the guesswork. Our AI finds real problems from millions of user conversations, giving you validated opportunities with proven market demand.
Traditional Research
Surveys, interviews, and focus groups where people don't tell the truth or don't know what they want.
Problem Discovery
Real user discussions where people openly share frustrations and unmet needs. Authentic market validation.
Simple Pricing
Start Finding Problems Today
Choose your plan and start discovering validated SaaS opportunities from real user discussions.
Free
$0
per month
3 problem searches
3 solution generations
Pain scores & rankings
Starter
$10
per month
50 problem searches
50 solution generations
All free features
Most Popular
Pro
$25
per month
150 problem searches
150 solution generations
Priority support
All plans include Reddit & Twitter analysis • Cancel anytime • Credits refresh monthly
Frequently Asked Questions
Everything You Need to Know
Get answers about how Problem Pilot helps you discover validated SaaS opportunities.
How does Problem Pilot discover validated SaaS ideas?
Our AI analyzes millions of authentic discussions on Reddit and X/Twitter across 30+ categories, identifying problems that people actively complain about but have no adequate solutions. We score each problem by pain level and market demand to help you focus on the most promising opportunities.
What makes this better than traditional market research?
Traditional research relies on surveys and interviews where people may not tell the truth. Problem Pilot analyzes real, unfiltered conversations where users openly share their genuine frustrations and pain points. This gives you authentic market insights you can't get anywhere else.
How does problem discovery work?
Select from 30+ categories like SaaS, FinTech, E-commerce, or define custom markets. Our AI scans relevant communities, extracts genuine problems, and ranks them by pain score based on urgency indicators, frequency of mentions, and lack of existing solutions.
What kind of problems will I discover?
You'll find real problems where users are frustrated with current solutions, complaining about missing features, or expressing unmet needs. These are perfect opportunities for SaaS products because the demand is already validated by authentic user discussions.
How do I validate if a problem is worth solving?
Our AI provides pain scores based on multiple factors: how urgently people need solutions, how frequently the problem appears in discussions, engagement levels, and whether existing solutions adequately address the need. Higher scores indicate better opportunities.
Can I find problems in my specific industry?
Yes! You can search across 30+ categories including FinTech, SaaS, productivity tools, e-commerce, marketing automation, and more. You can also define custom categories for niche markets where you have expertise.
What features help me build solutions?
Beyond problem discovery, Problem Pilot includes an AI Solution Generator that creates detailed solution blueprints with technical implementation details, business models, and go-to-market strategies based on the problems you've discovered.
How does the subscription work?
Start completely FREE with 3 searches per month for problem discovery and solution generation. The Starter plan ($10/mo) includes 50 searches each, and the Pro plan ($25/mo) includes 150 searches each. Each data source (Reddit or X/Twitter) uses 1 credit per search.
How do credits work with multiple data sources?
When you run a problem discovery search, you can choose to search Reddit, X/Twitter, or both. Each data source you select uses 1 credit. So searching both Reddit and X/Twitter for the same category would use 2 credits total (1 for Reddit + 1 for X/Twitter).
How quickly can I start discovering problems?
Immediately! Run your first search in under 30 seconds. Our AI processes your category selection, scans relevant communities, and delivers curated results with pain scores and market insights - ready for your product planning.
Can I cancel anytime?
Yes, you can cancel your subscription at any time through your account settings. Your access continues until the end of your current billing period, and all your saved problems and solutions remain accessible.