Tools for problem validation
Discover the tools to help you run faster and more effective problem validation. This module walks through the most useful AI tools, no-code survey platforms, interview automators, insight repositories, and feedback collection systems, with practical tips for how and when to use them.
Lessons
AI hypothesis generation and simulation: ChatGPT + Claude
Qualitative insight extraction: Claude 4
Voice-to-text and insight capture: AudioPen
Quick surveys: Tally
Research repository: Aha! Discovery
Insight mapping and clustering: Airtable + FigJam
Social listening and community signals: Reddit + Indie Hackers
Automated web scraping: Browse AI
Trend detection: Google Trends + Perplexity AI
Landing page experiments: Carrd + Umso + Tally
Problem-led ux testing: Maze
User outreach channels: LinkedIn
Why Google Forms often fails product discovery
AI-powered synthesis: Notion AI
Automated transcription: Otter.ai
Embedded surveys: Survicate
Insight repository: Dovetail
Trend exploration: Glimpse + Exploding Topics
Participant recruitment: User Interviews
Part of Master Problem Validation
Learn how to dig deep into customer problems, validate if your idea truly matters, and avoid wasting time on solutions nobody wants.
View full courseOther modules in this course
Introduction to Problem Validation
Get clear on what problem validation actually is, why it's different from solution testing, and how to avoid common traps.
Master Customer Interviews
Learn how to use interviews as a practical tool to find out if the problem you're solving really exists, matters to the right people, and deserves a solution.
Validate with Data
Talking to people is powerful, but numbers help you see the big picture. This module teaches you how to use simple surveys, waitlist data, and basic metrics.
Validation through real user behavior
People talk. But behavior tells the truth. This module teaches you how to run experiments that test whether users act on a problem.
Related articles
What problem validation really means for founders
Learn what problem validation actually is and why most founders get it wrong. Skip the theory, understand the reality.
AI MVP No Code: Fast Validation Flows for 2025
Build and validate MVPs in days using AI scaffolds and no-code tools. Skip months of development with smart validation workflows.
Problem validation in 2025: when to skip it and when it still matters
Learn when to validate problems deeply vs when to ship fast and let the product validate itself for modern builders.
Download App
Ready to become a better product manager?
Join 1000+ product people building better products. Start with our free courses and upgrade anytime.
