Idea Validation

Building a business on gut feeling is the fastest way to burn capital. This skill forces a rigorous, evidence-based stress test on new product ideas before a single line of production code is written. It replaces vague optimism with a systematic framework that identifies fatal flaws in problem definition, market demand, and technical feasibility.

What it does

• Problem Auditing identifies the specific persona and quantifies the exact cost of their current manual workarounds.
• Demand Signaling scans search volume, forum discussions, and job postings to verify market appetite.
• Solution Pressure-Testing applies the 10x rule to ensure the proposed product offers a significant enough improvement to trigger user switching.
• Customer Discovery Logic provides a structured interview framework to extract unbiased feedback and willingness-to-pay data.
• Riskiest Assumption Testing designs low-cost experiments to validate the most dangerous unknowns in under two weeks.
• Go/No-Go Scoring calculates a weighted viability score to provide a binary decision on whether to build or pivot.

How it works

1. Define the Core by answering specific questions about the target user and their current alternative solutions.
2. Scan the Market using the demand signal matrix to find objective evidence of existing pain.
3. Conduct Interviews following the structured conversation flow to separate polite interest from actual demand.
4. Execute a RAT to prove the single most critical assumption with a small budget and tight deadline.
5. Finalize the Scorecard to get a weighted assessment of the business potential.

Frameworks & tools

This skill utilizes market research heuristics, customer discovery methodology (The Mom Test style), and lean startup validation techniques.

Why this beats prompting it yourself

Generic prompts often return "yes-man" feedback that encourages every idea. This skill is programmed with strict kill-checks at every phase, forcing you to confront uncomfortable data and stop wasting time on non-viable projects.

Use cases

• Solopreneur Idea Vetting to decide which of three competing side project ideas to build first.
• Feature Prioritization for existing products to see if a major new module has a real market.
• Market Expansion Research when moving a successful tool into a new industry vertical.
• Investor Pitch Preparation by gathering hard evidence of demand and customer willingness to pay.

Known limitations

Does not perform live web scraping or real-time API calls to Google Trends. Requires the user to provide the raw data discovered during manual research and interviews.