A comprehensive, AI-powered diagnostic process that examines every critical dimension of your product, market position, and competitive landscape to deliver actionable insights.
Our AI analyzes your project across five critical dimensions that determine success in the market.
We evaluate your product's core features, functionality, code quality, stability, and overall polish. Does your product do what it promises?
What we assess:
We examine how easy and intuitive your product is to use. Does your interface guide users naturally through their goals?
What we assess:
We measure speed, scalability, and infrastructure health. Can your product handle growth without degradation?
What we assess:
We assess how clearly you differentiate from competitors and communicate your value proposition to the market.
What we assess:
We analyze your competitive landscape and identify where you stand relative to market alternatives and emerging threats.
What we assess:
A synthesized score combining all five dimensions to show your overall product-market fit strength.
Indicates:
Whether you have found product-market fit or what's preventing it.
From input to insights in just minutes—here's exactly what happens when you submit your project.
You share detailed information about your app, business, or company through our structured intake form. This includes product details, target market, business model, current metrics, and competitive context.
You'll provide:
Timeline:
5-10 minutes to complete the intake form with all relevant information.
Our advanced machine learning models process your information across all five core dimensions. The AI cross-references industry benchmarks, competitive intelligence, and market trends to identify strengths, weaknesses, and opportunities.
What the AI examines:
Timeline:
AI analysis completes in 2-3 minutes, processing billions of data points.
The AI generates quantified scores for each dimension (0-100) showing how your project performs in each area. These scores are calibrated against industry standards and competitive benchmarks.
You receive scores for:
How to interpret:
80-100: Excellent (above market average)
60-79: Moderate (at market average)
Below 60: Needs improvement
Beyond scores, you receive specific, actionable insights. For each dimension, the AI identifies what's working well, what needs improvement, and concrete steps you can take to improve your score.
✓ Strengths
Areas where you excel and can lean into for competitive advantage.
⚠ Opportunities
Gaps and weaknesses that are limiting your success.
→ Next Steps
Prioritized actions you can take to improve your position.
You receive a comprehensive, beautiful report that you can download, share with your team, or reference as you implement improvements. Your report is always available for future comparison.
Your report includes:
What you can do:
We combine multiple high-quality data sources to ensure our analysis is accurate, comprehensive, and grounded in real market intelligence.
Each score is determined by evaluating dozens of factors within that dimension, then comparing against industry benchmarks.
Each dimension score is calculated using a weighted formula that considers:
40% - Absolute Performance
How well your project performs on objective, measurable criteria within that dimension.
35% - Competitive Position
How you compare to direct competitors in the same market segment.
15% - Industry Benchmarks
How you compare to industry standards and best practices.
10% - Trajectory & Momentum
Whether you're improving, stagnant, or declining in this dimension.
Example: Your Product Quality score combines evaluations of feature completeness (25%), code quality & performance (20%), stability & reliability (20%), user satisfaction (20%), and innovation/roadmap (15%).
The intake process takes 5-10 minutes, and AI analysis completes in 2-3 minutes. You'll have your full report ready within 15 minutes of starting.
Our AI is trained on thousands of successful and unsuccessful projects across industries. We validate our models against known outcomes and continuously improve accuracy. However, like any analysis tool, results are most accurate when you provide complete and honest information about your project.
Yes! Our analysis automatically calibrates to your specific industry and market segment. The benchmarks and competitive comparisons are customized based on your answers during intake. For enterprise clients, we offer white-glove custom analysis sessions.
All data you provide is encrypted at rest and in transit. We never sell or share your information. Your analysis reports are for your eyes only unless you explicitly choose to share them. We comply with GDPR, CCPA, and other privacy regulations.
Absolutely! You can create analyses for multiple products, variations, or even hypothetical scenarios. This is great for comparing your product against different market positions or testing how different strategies might affect your scores.
Each time you run an analysis, we save your scores and insights. You can compare your current analysis against any previous analyses to see what's improving, what's stagnant, and what's gotten worse. This trend analysis helps you validate that your improvement efforts are working.
Get detailed insights in minutes and discover exactly what you need to do to succeed.
No credit card required. Get your first analysis free.