Problem Pilot

AI-driven market research platform designed to identify and validate SaaS ideas by analyzing Reddit discussions and online conversations.

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About Problem Pilot

Problem Pilot is an AI-powered market research tool that scans online discussions, especially on Reddit, to uncover untapped markets with genuine demand. It helps users validate problems, generate innovative solutions, and connect with potential clients experiencing those pain points effectively.

How to Use

Identify relevant online communities, let Problem Pilot’s AI analyze user conversations, assess needs based on urgency, and confidently develop solutions rooted in verified demand.

Features

Conversation Search: Discover potential clients discussing their problems in real-time.
Multi-Source Analysis: Analyze multiple subreddits and online forums simultaneously.
Solution Generation: Receive AI-suggested ideas to address verified challenges.
Urgency Scoring: Rank opportunities based on severity, frequency, and validation levels.
Opportunity Search: Find urgent user needs across diverse online communities.

Use Cases

Agencies enhancing client strategies with data-backed insights.
Product teams prioritizing features based on real user feedback.
Solo founders validating SaaS ideas before development.
Consultants conducting market validation studies.
Startups identifying new niche markets.

Best For

StartupsSolo FoundersIndie HackersProduct TeamsMarketing AgenciesBusiness Consultants

Pros

Provides actionable insights from authentic user conversations.
Automates analysis with AI to save time on manual research.
Helps prevent building products with low market fit.
Identifies potential clients actively seeking solutions.

Cons

Search credits are limited per plan and may restrict usage.
Effective utilization requires understanding AI insights.
Primarily focuses on Reddit, which may limit scope.

Pricing Plans

Choose the perfect plan. All plans include 24/7 support.

Starter Plan

$8 first month, then $10/month

Includes a 3-day free trial with five searches each for problems, solutions, and conversations. Monthly refresh with 50 searches per type and multi-subreddit analysis.

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Pro Plan

$20 first month, then $25/month

Offers a 3-day free trial with five searches per type, then monthly refreshes with 150 searches each. Three times the search capacity and priority support, same core features as Starter.

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FAQs

How does Problem Pilot identify real market opportunities?

It analyzes authentic user discussions to pinpoint recurring needs and priorities based on urgency and frequency, helping you target genuine market demand.

What types of searches can I perform?

You can conduct opportunity searches to find unmet needs, solution searches for developing ideas, and conversation searches to discover active potential clients.

How reliable are the results?

Our AI analyzes real user conversations, providing high-confidence insights into market needs backed by actual discussions rather than surveys or guesses.

What makes an opportunity worth pursuing?

High urgency scores, large user impact, and underserved markets make opportunities attractive. Problem Pilot helps you identify these high-potential areas.

Which sources does Problem Pilot analyze?

Primarily Reddit communities where users openly discuss problems and needs. It can analyze multiple subreddits simultaneously for comprehensive insights.

Is my data secure on your platform?

Yes, we use enterprise-grade security, including encryption and secure access controls, to protect your data and ensure privacy.

Can I export the opportunities I find?

Absolutely. You can save and export opportunities to share with your team or incorporate into your product development process.

How does the subscription model work?

We offer monthly plans with search credits, starting with a free trial. You can upgrade, downgrade, or cancel anytime through your account.

Are there limits on searches?

Yes, each plan includes a set number of monthly searches—50 for Starter and 150 for Pro, with credits resetting each billing cycle.

Can I cancel my subscription anytime?

Yes, cancellations are possible at any time via your account settings. Access continues until the end of the current billing period.