Anchor one decision
Describe the real customer, product, or market context for the False Positive Validator.
Free Product-Market Fit tool
False Positive Validator
Checks whether encouraging test results could be explained by incentives, novelty, selection bias, or weak success criteria.
- Calculated instantly from your inputs
- No signup or data submission
- A focused next step for MVP planning
Your entries remain in this browser session and are not sent to MVPHub.
Your inputs
Run the False Positive Validator
Rate four decision-specific factors. The weighted calculation runs locally in your browser.
Your calculated result
Your result
0/100
Planning score
Recommended next actions
How it works
Rate the evidence
Score four tool-specific factors from assumption-only to repeated proof. They contribute 30%, 25%, 25%, and 20%.
Act on the weakest signal
The tool calculates a weighted score and turns the lowest-rated factor into a concrete validation priority.
Frequently asked questions
What does the False Positive Validator calculate?
It calculates a weighted 0-100 confidence score from four workflow-specific factors: incentive control, novelty control, selection-bias control, success-criterion robustness.
How should I choose each rating?
Use 1 for an untested assumption and 5 only for repeated, recent evidence from relevant customers. Conservative ratings make the next-step recommendation more useful.
Is this result proof of product-market fit?
No. It is a structured planning signal based on your inputs, not a substitute for interviews, observed behavior, retention, revenue, or statistically appropriate experiments.
Is entered information uploaded?
No. The calculation runs in your browser. Avoid entering confidential, personal, or commercially sensitive information.
How we compare
| Capability | MVPHub | Microsoft Excel | Airtable |
|---|---|---|---|
| Workflow-specific guided inputs | ✓ | — | — |
| Transparent weighted calculation | ✓ | — | — |
| Weakest-signal recommendation | ✓ | — | — |
| No template setup required | ✓ | × | × |
False Positive Validator provides a focused, input-based result. Microsoft Excel and Airtable are general-purpose tools that can be configured for related analysis; this comparison does not assess pricing or overall capability.