AI-Powered Market Research Tool

Don't build a product nobody wants.

Problem Pilot analyzes online discussions to discover untapped markets with genuine demand.

Opportunity Discovery
Solution Generation
Client Prospecting
See How It Works

Market validation in minutes, not months

Problem Pilot uses AI to analyze authentic user discussions across multiple sources, revealing genuine opportunities.

  • Opportunity Search: Uncover urgent user needs across multiple communities
  • Urgency Scoring: Prioritize opportunities by severity, frequency, and validation
  • Solution Generation: Get AI-powered ideas to address validated challenges
  • Conversation Search: Find potential clients actively discussing problems
  • Opportunity Collection: Save and organize validated ideas for your team

Why This Matters:

Instead of relying on guesswork or biased feedback, Problem Pilot gives you objective evidence of market demand before you invest time and resources.

Why Problem Pilot?

Start building products
customers truly want

90% of startups fail, and the #1 reason is building something nobody wants. Problem Pilot helps you avoid this trap.

Our platform leverages AI to analyze thousands of online discussions, uncovering problems that people are actively seeking solutions for right now.

Instead of building on hunches, use data-driven insights to validate your ideas before investing time and resources.

Three Ways to Use Problem Pilot:

  • 1

    Problem Search

    Discover unsolved problems with proven demand

  • 2

    Solution Search

    Generate innovative solutions for existing problems

  • 3

    Conversation Search

    Find potential clients discussing problems you can solve

Simple Process

Find out what you should actually
spend your time building

01

Find Your Audience

Identify online communities where your potential users share their problems.

02

AI Analysis

Our AI processes thousands of user conversations from each community, finding you relevant opportunities.

03

Review User Needs

Rank these opportunities by urgency, frequency, and validation from users.

04

Build With Confidence

Start building, knowing that there's a demand for your solution!

Powerful Features

Powerful AI-Driven Insights

Problem Pilot combines advanced AI technology with user-friendly design to deliver actionable market insights.

Save Time

Analyze thousands of discussions in seconds instead of spending weeks on manual research methods.

Discover Real Opportunities

Find problems with proven demand based on real user conversations across multiple sources.

Find Potential Clients

Search discussions to find people actively talking about specific problems you can solve.

Build With Confidence

Launch products knowing there's genuine demand based on evidence, not guesswork.

Key Platform Capabilities

Built with enterprise-grade security, scalability, and automation to deliver reliable insights

Multi-Source Analysis

Analyze discussions across multiple subreddits and online communities to get a comprehensive view of user needs.

AI-Powered Insights

Our advanced AI processes thousands of conversations to extract meaningful patterns and urgent needs.

Urgency Scoring

Filter opportunities by pain score to focus on the most pressing problems worth solving.

Solution Generation

Get AI-generated solution ideas for the most promising opportunities you discover.

Perfect For

Who Uses Problem Pilot?

Problem Pilot helps anyone looking to build products people actually want, from solo founders to established teams.

Solo Founders & Indie Hackers

Validate your ideas before investing precious time and resources. Find niches with real demand that match your skills.

  • Find opportunities you're uniquely qualified to solve
  • Avoid wasting months on unvalidated ideas
  • Connect with early adopters through conversation search

Startups & Product Teams

Gather evidence-based user insights to focus your product development on solving challenges customers will pay for.

  • Prioritize features based on real user needs
  • Support product decisions with evidence
  • Align team efforts around validated opportunities

Agencies & Consultants

Enhance your client offerings with data-backed recommendations and insights that drive results.

  • Back proposals with real market insights
  • Find client acquisition opportunities
  • Deliver evidence-based strategy recommendations
Pricing Plans

Straightforward Pricing

Choose the perfect plan to validate your ideas and discover what your users truly need. 20% off your first month!

All plans include a 3-day free trial. Start immediately with 5 searches of each type during trial.

Starter Plan

$8first month
First month only: $10 → $8, then $10/mo

3-day free trial (5 searches of each type), then refreshes monthly

  • 50 problem searches
  • 50 solution searches
  • 50 conversation searches
  • Multiple subreddit analysis
Best Value

Pro Plan

$20first month
First month only: $25 → $20, then $25/mo

3-day free trial (5 searches of each type), then refreshes monthly

  • 150 opportunity searches
  • 150 solution searches
  • 150 conversation searches
  • 3x more search capacity
  • Same features as Starter plan
  • Priority support
Common Questions

Frequently Asked Questions

Get answers to the most common questions about how Problem Pilot helps you build better products.

How does Problem Pilot find real market opportunities?
Problem Pilot analyzes authentic user discussions, identifying recurring needs people actively seek solutions for. We prioritize these opportunities based on urgency, frequency, and validation to help you build solutions that address genuine market demand.
What are the different types of searches available?
Problem Pilot offers three main search types: Opportunity Searches that identify unsolved needs with market demand, Solution Searches that generate innovative solutions for existing challenges, and Conversation Searches that help you find potential clients actively discussing specific needs you can solve.
How accurate are the results?
Our AI analyzes real conversations from actual users discussing their needs, not surveys or hypotheticals. By focusing on opportunities with higher urgency scores, you'll discover solutions with strong evidence of market demand.
What makes a good opportunity to pursue?
The best opportunities typically have high urgency scores (people actively seeking solutions now), affect many users, and aren't well-served by existing solutions. Problem Pilot helps you identify these high-potential opportunities with confidence.
What sources does Problem Pilot analyze?
Our platform primarily analyzes Reddit communities where users openly discuss their problems and needs. We can process multiple subreddits simultaneously to give you comprehensive insights across different communities and interest groups.
How is the data secured on your platform?
Problem Pilot employs enterprise-grade security with multi-tenancy architecture that securely isolates your data. We use encryption for data storage, implement secure access controls, and follow industry best practices for application security.
Can I export the opportunities I find?
Yes, you can save opportunities to your collection and export them for your team. This makes it easy to share validated ideas with stakeholders or incorporate them into your product planning process.
How does the subscription model work?
We offer subscription-based billing with flexible plans that include monthly search credits. Our Starter and Pro plans both begin with a 3-day free trial with 5 searches of each type. You can upgrade, downgrade, or cancel your subscription at any time through your account settings.
Is there a limit to how many searches I can run?
Yes, each plan comes with a specific number of monthly search credits. The Starter plan includes 50 of each search type (problem, solution, and conversation), while the Pro plan offers 150 of each. Your credits refresh at the beginning of each billing cycle.
Can I cancel my subscription anytime?
Yes, you can cancel your subscription at any time through your account settings. Your access will continue until the end of your current billing period.
Start Risk-Free Today

Stop guessing.
Start building with confidence

Join innovative founders and product teams using Problem Pilot to discover validated opportunities.

Try for 3 days. Start immediately with 5 searches of each type during trial.

Starter Plan

  • 50 problem searches per month
  • 50 solution searches per month
  • 50 conversation searches per month
$8 first month, then $10/mo
MOST POPULAR

Pro Plan

  • 150 problem searches per month
  • 150 solution searches per month
  • 150 conversation searches per month
$20 first month, then $25/mo
No Payment Needed
Cancel Anytime
20% Off First Month