🚀 Validated SaaS Ideas

Discover Problems Worth Solving,Build Your Next SaaS

Stop guessing what to build. Our AI analyzes millions of real user discussions to find unsolved problems with high pain scores. Get validated SaaS ideas before you write a single line of code.

Problem Discovery

Find real problems from 30+ categories with AI-powered pain scoring

Market Validation

Validate demand with authentic user discussions from Reddit & Twitter

AI Solution Generator

Generate detailed solution blueprints with technical specs

Discover SaaS Ideas

Find Validated Problems Worth Solving

Stop guessing what to build. Our AI discovers real problems from millions of user discussions, scores them by pain level, and helps you validate your next SaaS idea.

PRIMARY FEATURE

Problem Discovery

Discover validated SaaS opportunities from real user discussions. Select from 30+ categories or define custom markets. Our AI analyzes millions of conversations to find unsolved problems with high pain scores and market demand.

Pain scoring

ranked by urgency and demand

Market validation

based on real user discussions

Category analysis

across 30+ industries

Multi-platform

insights (Reddit & Twitter)

Market Analysis

Get detailed insights about problem frequency, urgency, and market gaps across industries.

AI Solution Generator

Generate detailed solution blueprints with technical specs and business models.

Why Problem Discovery Works

Turn Real User Frustrations Into SaaS Opportunities

90% of startups fail because they solve problems that don't exist. Problem Discovery finds validated opportunities from real user discussions.

Our AI analyzes millions of Reddit posts and Twitter discussions to find unsolved problems with high pain scores and proven market demand.

Instead of guessing what to build, discover opportunities where people are actively frustrated - they've already validated the market need.

Traditional Research

90% Failure Rate

Surveys & interviews

People lie or guess

Expensive & slow

No real validation

Problem Discovery

Validated Ideas

Real user discussions

Authentic frustrations

Fast & cost-effective

Market-proven demand

How to Get Started

Select Your Market Category

Choose from 30+ categories like SaaS, FinTech, E-commerce, or define custom markets where you have expertise

Discover Validated Problems

Get ranked problems with pain scores based on real user discussions and market demand

Generate Solution Ideas

Use our AI to create detailed solution blueprints with technical specs and business models

Your Customer Pipeline

From Problem Discovery to Successful SaaS

Discover Problems

Select from 30+ categories or define custom markets. Our AI analyzes millions of discussions on Reddit and Twitter to find unsolved problems with high pain scores.

Validate Demand

Get ranked problems with pain scores based on urgency, frequency, and lack of existing solutions. Focus on the most promising opportunities.

Generate Solutions

Use our AI Solution Generator to create detailed blueprints with technical implementation, business models, and go-to-market strategies.

Build & Launch

Execute your validated idea with confidence. You know there's real demand because you've seen the authentic user frustrations.

Market Validation

How Problem Discovery Validates Opportunities

Before building anything, validate there's real demand. Our AI finds unsolved problems across 30+ categories with pain scores based on authentic user discussions.

Category Analysis

Select from 30+ categories or define custom markets. Our AI identifies the most active communities discussing problems in your chosen space.

Problem Extraction

Analyze thousands of discussions to extract genuine pain points and frustrations users share about current solutions.

Pain Score Calculation

Score problems based on urgency indicators, frequency of mentions, engagement, and lack of existing solutions.

Ranked Problem List

Get a prioritized list of high-potential problems with pain scores and market indicators for product ideation.

Category Analysis

Select from 30+ categories or define custom markets. Our AI identifies the most active communities discussing problems in your chosen space.

Problem Extraction

Analyze thousands of discussions to extract genuine pain points and frustrations users share about current solutions.

Pain Score Calculation

Score problems based on urgency indicators, frequency of mentions, engagement, and lack of existing solutions.

Ranked Problem List

Get a prioritized list of high-potential problems with pain scores and market indicators for product ideation.

Simple Pricing

Discover Validated SaaS Ideas

Find real problems worth solving from authentic user discussions.

Start completely FREE•3 searches per month!

Free

FREEMIUM

$0per month

Credits refresh monthly

3 problem discovery searches

Find validated problems on Reddit & Twitter - each platform uses 1 credit

Pain scores and rankings

Market demand insights

Supporting Tools:

3 solution generations/month

AI solution blueprints

Starter Plan

$10per month

Credits refresh monthly

50 problem discovery searches

Find validated problems on Reddit & Twitter - each platform uses 1 credit

Pain scores and rankings

Market demand insights

Supporting Tools:

50 solution generations

AI solution blueprints

Best Value

Pro Plan

$25per month

Credits refresh monthly

150 problem discovery searches

Find validated problems on Reddit & Twitter - each platform uses 1 credit

Pain scores and rankings

Market demand insights

Priority support

Supporting Tools:

150 solution generations

AI solution blueprints

Got Questions?

Everything About Discovering Your Next SaaS Idea

Get answers about how Problem Discovery helps you find validated opportunities and build successful SaaS products.

How does Problem Pilot find real market opportunities?

Problem Pilot uses AI to analyze thousands of discussions on Reddit and X/Twitter across 30+ categories, identifying unsolved problems that people are actively seeking solutions for. Our system scores each problem by urgency and validates demand through real user conversations.

What are the main features?

Problem Pilot offers: 1) Problem Discovery - find unsolved problems with high pain scores across categories like SaaS, e-commerce, automation, and more, and 2) AI Solution Generator - create innovative solutions with technical implementation details and business models based on discovered problems.

How does the analysis work?

Our AI analyzes authentic discussions from Reddit and X/Twitter where users openly share their frustrations and needs. We process multiple communities simultaneously, extract genuine problems, and rank them by pain score to help you focus on the most pressing opportunities.

Who should use Problem Pilot?

Problem Pilot is perfect for solo founders and indie hackers looking to validate ideas before building, startup teams needing evidence-based product decisions, agencies wanting to back proposals with market insights, and anyone building SaaS products who wants to ensure there's real demand.

What makes a problem worth solving?

The best opportunities have high pain scores (indicating urgency), affect many users, appear frequently in discussions, and lack adequate existing solutions. Problem Pilot's AI scoring system helps you identify these high-potential problems with confidence.

How secure is my data?

Problem Pilot uses enterprise-grade security with encrypted data storage, secure access controls, and multi-tenant architecture that isolates your data. All discovered problems and solutions are saved securely to your account for future reference.

How does the subscription work?

The Starter plan ($10/mo) includes 50 searches each of problem discovery and solution generation. The Pro plan ($25/mo) includes 150 of each search type. For problem discovery, each data source (Reddit or X/Twitter) uses 1 credit per search. Start completely free with 3 searches per month of each feature.

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).

What categories can I search?

Problem Pilot covers 30+ categories including Client Management, Lead Generation, Project Management, AI & Automation, E-commerce, Marketing, Education, FinTech, and more. You can also define custom categories for niche markets.

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.