Product Validation & Market Intelligencebuilt for fast-moving teams
Make smarter build decisions with AI-powered insight and a Real–Win–Worth scoring model trusted by top product and R&D teams.
Market Signal Analysis
Real–Win–Worth scoring
Recommendation
Strong market signals and high validation score indicate this is worth pursuing.
AI-Powered Validation Reports
A clear, data-backed view of whether your idea is worth building.
Market Signal Analysis
Deep dive into Reddit, Twitter, and forum discussions to uncover real user pain points and demand signals
R-W-W Strategic Framework
Systematic scoring using the proven Real-Win-Worth it framework to assess market viability
Competitive Intelligence
Optional competitor analysis to understand your positioning and differentiation opportunities
What you'll receive:
Actionable recommendation (Build / Pivot / Drop)
Available as one-time PDF or live dashboard
Executive summary with key insights
Detailed methodology and data sources
What Is the R-W-W Framework?
The R-W-W framework is a proven strategic tool developed by 3M to help teams assess the viability of new ideas, products, or features — before investing significant time and resources.
Real
Is there a real customer need?
This question focuses on market demand and problem relevance. We look at signals from forums, social media, and search trends to determine whether the problem you're solving actually matters to real users.
Win
Can we win in the market?
This lens evaluates your ability to succeed against existing competitors. It includes analysis of your unique advantages, gaps in the market, and differentiation potential.
Worth
Is it worth doing?
This final factor weighs business impact and return on investment. It asks if the opportunity is financially and strategically worth pursuing — either for revenue, defensibility, or long-term advantage.
Why It Matters
The R-W-W framework helps de-risk product decisions by turning gut feelings into structured, data-informed insights. Combined with our signal-based scoring, it enables founders, R&D teams, and innovation leads to move forward with clarity and confidence.
How it works
Simple 3-step process to validate your product idea
Share a High-Level Overview
Share a brief description of your initiative so we can run external validation.
AI Research & Analysis
We analyze public conversations using AI and proprietary scoring logic based on the Real–Win–Worth framework
Get Your Report
Receive your validation report in the dashboard within 5 days
Built by a team with 10+ years in AI, product, and startup validation.
Who it's for
For anyone making high-stakes product bets
Startup founders
Validating MVPs before investing time and capital
SaaS companies
Exploring new features or product verticals
Enterprises
Launching internal innovation labs or pilot programs
R&D teams
In logistics, AI, health, pharma, robotics, or manufacturing innovation
VCs & incubators
Helping portfolio companies de-risk product direction
Product & innovation consultants
Running client sprints and need decision-grade market input
See ValidIQ in Action
Explore how ValidIQ transforms product validation with AI-powered insights, comprehensive reports, and actionable analytics.
Comprehensive Dashboard
Track all your validation projects in one place. Monitor progress, view R-W-W scores, and get instant insights into your product ideas.
- Real-time validation progress tracking
- R-W-W framework scoring overview
- Project management and organization
ValidIQ Dashboard
Your validation command center
Detailed Validation Reports
Get comprehensive reports with AI-powered insights, market analysis, and strategic recommendations based on the R-W-W framework.
- Executive summary with key findings
- R-W-W framework assessment scores
- Market signals and competitive analysis
Validation Report
AI Fitness Coach Analysis
Executive Summary
Strong market demand for AI-powered fitness solutions with clear differentiation opportunities in the coaching space.
R-W-W Assessment
Key Insights
Advanced Analytics
Dive deep into market sentiment, trend analysis, and competitive intelligence with our advanced analytics dashboard.
- Real-time sentiment analysis
- Trend visualization and forecasting
- Competitive landscape mapping
Analytics Dashboard
Market intelligence insights
Sentiment Analysis
Trending Keywords
Market Trend
Sample Report
See what a ValidIQ validation report looks like in action
Signal-Based Product Validation Report
Date: June 26, 2025
Executive Summary
This report provides signal-based validation for a proposed feature that enables automated performance summaries for fitness coaches based on athlete wearable data. Our analysis spans forum discussions, keyword trends, and social chatter, and includes a Real-Win-Worth scoring assessment to guide strategic decision-making.
R-W-W Scorecard
Clear interest among coaches and athletes for actionable insights from wearable data.
Few deliver coach-focused performance summaries. Custom solution can differentiate.
High willingness to pay for tools that improve team outcomes and reduce injury risk.
Market Signals Overview
Strategic Recommendation
We recommend moving forward with a lean feature MVP focused on summary generation. Integrate with 1–2 popular wearable APIs, and test via direct outreach to 10–15 coaching professionals.
Next Steps:
- • Turn this into a reusable Notion template
- • Add branding/logo/design polish
- • Create variations by industry (e.g. logistics, fintech, digital health)
Why ValidIQ
We blend the power of AI, real user data, and proven frameworks like R-W-W to give you insight that actually drives business decisions.
Hands-on product & market research expertise
Deep technical knowledge combined with real-world product experience
Clear deliverables in under 7 days
Fast turnaround without compromising on quality or depth
Get clarity without the bloated consulting fees — one flat rate, no surprises.
Enterprise-quality insights at a fraction of the cost
📩 Make Smarter Product Decisions With Signal-Based Validation
Whether you're exploring a new product, feature, or concept, we help you reduce risk and gain market clarity through research and signal-based scoring. Request more info to see how it works and view a sample report.