FAQ / STRAIGHT ANSWERS
What we know, what we estimate, and what we refuse to pretend.
The product is built around explicit limits. These are the questions that matter before trusting a pre-build decision report.
Is Will It Vibe an AI idea validator?
No. It is a pre-build decision tool. It keeps build feasibility and market opportunity separate, then shows the evidence, estimates and unknowns behind each result.
Does a high score mean the idea will succeed?
No. A score summarizes a published rubric. Confidence describes evidence quality. Neither predicts revenue, adoption or success.
What happens when market evidence is missing?
Missing evidence stays unknown. Below 60% weighted coverage there is no Opportunity Score. The report gives a validation plan instead.
Is my idea used to answer someone else?
No. Ideas are private by default. Reusable research is organized by normalized market clusters and never includes another customer’s raw brief.
Why is Kill My Idea constructive instead of negative?
Its job is to find the cheapest condition that could invalidate the bet. A good result may be a smaller product, a different segment or one test before code.
Can search volume prove demand?
No. Search volume is directional. A strong demand score needs another independent source family, and willingness to pay still needs a real commitment.
Do I need an account to try it?
No. A Free build check can run without an account. Sign in when you want to save it, compare bets, or check demand for a saved idea.
YOUR NEXT MOVE
Vibe the prototype. Verify the product.
Start with build reality. Then decide what deserves your next few weeks.