Raccoon AI Market Validation
Validate your startup idea with comprehensive market research, product research, and competitive analysis. Make data-driven decisions before you build.
Try these prompts to get started
Market Research Report
Conduct comprehensive market research and analysis to identify industry trends, market size, growth projections, and key opportunities in your target space.
Product Research Report
Conduct comprehensive product and user research to validate your idea, understand user needs, and guide development priorities.
Competitor Analysis
Generate a comprehensive list of competitors and analyze the competitive landscape for your industry, including strengths, weaknesses, and market positioning.
How to validate your market with Raccoon AI
Define your market hypothesis
Start by clearly articulating what market you're entering and who your target customer is. The more specific, the better your research will be.
Be specific about scope
"Health tech" is too broad. "Digital therapeutics for anxiety in young adults" gives Raccoon AI enough context to deliver relevant, actionable research.
Create a market research report for the digital mental health space. Focus on apps targeting anxiety management for college students. Key questions: market size, adoption barriers, regulatory landscape, and willingness to pay.
Research market size and trends
Understand how big your opportunity is and where it's headed. Get TAM, SAM, and SOM estimates with supporting data and growth projections.
Data-driven insights
Raccoon AI researches from multiple sources to provide market sizing with context. You'll understand not just the numbers, but the factors driving growth.
What's the market size for digital mental health apps targeting college students in the US? Include TAM/SAM/SOM breakdown, growth rate, and key trends driving adoption.
Analyze the competition
Know who you're up against. Identify direct competitors, indirect alternatives, and understand their strengths, weaknesses, and positioning.
Find your angle
Competitive analysis isn't just about knowing competitors-it's about finding gaps and opportunities. Ask for positioning recommendations based on the landscape.
Create a competitive analysis for anxiety management apps like Calm, Headspace, and Woebot. Include feature comparison, pricing, positioning, and gaps in the market for student-focused solutions.
Understand your users
Deep user understanding separates successful products from failures. Create personas, map journeys, and identify unmet needs.
Jobs to be done
Focus on what users are trying to accomplish, not just demographics. Understanding the "job" helps you build features that truly matter.
Create user personas for a college student anxiety app. Include demographics, behaviors, pain points, and jobs-to-be-done. Recommend channels to reach and validate with real students.
Synthesize and decide
Pull your research together into a clear go/no-go recommendation. Identify the key risks, opportunities, and validation experiments to run.
Actionable output
Good research leads to clear next steps. Ask Raccoon AI to summarize findings and recommend specific actions based on the research.
Based on the market research, competitive analysis, and user research, create a validation summary with go/no-go recommendation and next steps.
Keep it updated
Markets evolve. Competitors launch new features. Customer needs shift. Come back periodically to refresh your research and stay informed.
Living documents
Your market validation isn't a one-time exercise. Treat it as a living resource that evolves with your understanding.

Frequently asked questions
Validate your startup idea before investing significant time and resources. Raccoon AI helps you conduct thorough market research, competitive analysis, and user research to make informed decisions.
Have more questions or looking for a different solution? Contact sales
Raccoon AI synthesizes information from multiple sources and provides market sizing estimates based on available data. Since the data is based on latest sources, it gives you a solid foundation and identifies areas where you should do deeper investigation.
Yes. The market research, competitive analysis, and user insights can be directly incorporated into investor presentations. The data visualizations and frameworks are designed to communicate clearly to stakeholders.
More specific is better. Instead of "fitness apps," try "AI-powered personal training apps for home workouts targeting busy professionals aged 30-45." Specific definitions lead to more relevant and actionable research.
Yes. Beyond obvious direct competitors, Raccoon AI identifies indirect competitors, adjacent solutions, and emerging players you might not have considered. It also categorizes competitors by how directly they compete with your positioning.
Raccoon AI can suggest validation experiments: user interviews, surveys, landing page tests, and MVP approaches. It provides discussion guides and survey templates to help you gather primary research that confirms or challenges the secondary research.
Yes. Specify the geographic regions you are interested in. Raccoon AI can research market conditions, competitive landscapes, and regulatory environments in different countries and regions.