How long does validation take?
About thirty seconds for the scored verdict and per-category breakdown. Premium signal checks take longer because they query live data sources for demand, competition and brand availability.
Stop wasting time building the wrong thing.
Validate with real-world signals. Not just AI opinion.
Your ideas are encrypted and never shared.···
This is the full validator. Paste a description of a startup, SaaS, app or side project and it returns a scored idea validation verdict in around thirty seconds — no account, no email, no credit card for the first pass.
"Small businesses" scores badly. "Independent accounting practices with 5–20 staff" scores well, because a specific buyer makes demand, distribution and pricing all assessable.
The engine weights Real Pain highest. Explain what currently goes wrong, how often, and what it costs them — not the features you plan to build.
Distribution is ten percent of the score and the most common reason an otherwise strong idea stalls. Name a channel you can actually use in week one.
Even a rough number lets the engine assess whether the monetisation model is consistent with the buyer and the problem you described.
Every idea is scored on all ten. The weight column is the share each category contributes to the final score out of 100.
| Category | Weight | What it asks |
|---|---|---|
| Real Pain | 20% | Does this solve an expensive, obvious, recurring problem? |
| Market Demand | 15% | Would a real market care enough to look for this now? |
| Defensibility | 15% | Can the idea resist fast copycats or commodity pressure? |
| Competition Saturation | 10% | How favorable is the competitive space for a new entrant? |
| Clarity | 10% | Is the customer, problem, and promise clear in one pass? |
| Monetisation Potential | 10% | Is there a believable path to getting paid? |
| Distribution Potential | 10% | Can this get customers without heroic spend or luck? |
| Execution Difficulty | 5% | How manageable is the build and operating complexity? |
| Speed to MVP | 3% | How quickly can a credible first version ship? |
| Name Strength | 2% | Is the current name credible, ownable, and usable? |
About thirty seconds for the scored verdict and per-category breakdown. Premium signal checks take longer because they query live data sources for demand, competition and brand availability.
Anything with a buyer and a way of getting paid — SaaS, mobile apps, ecommerce, marketplaces, agencies, productised services and side hustles. Ideas with no identifiable buyer will score poorly, correctly.
Yes. Submissions are encrypted and are not published or shared.
Usually one of three things: the market is more crowded than assumed, the differentiation would not survive a well-funded competitor copying it, or the description was too vague for the engine to credit. The category breakdown tells you which.
The specific question, answered with a scored verdict instead of a yes or no.
Run any startup, SaaS or app idea through the full 10-category validator.
Check whether real searchers are actively looking for what you plan to build.
Measure how crowded the space is and whether your differentiation survives.
The five risks that actually kill early companies, scored in one pass.
Bottom-up market sizing that survives investor scrutiny.
Scoring notes and benchmarks tuned to SaaS, fintech, healthtech and 10 more.
Model market size, break-even, runway, CAC and LTV — no signup.
Idea lists across ten categories, each entry scored rather than just named.
Step-by-step guides to demand testing, market research and pricing.
30 startup and unit-economics terms defined properly, with formulas and worked examples.
Skip or Ship vs IdeaProof, DimeADozen, Preuve, ValidatorAI and ChatGPT — sourced pricing and features.
Embed a free idea-scoring widget on your blog or resource page — no API key, no cost.