Market demand
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Skip or Ship — Compare + Decide
How Skip or Ship works — inside the validation engine
Skip or Ship is a structured scoring engine, not a chatbot. Here's exactly how it scores a business idea across 10 weighted categories and returns the same verdict every time.
Competition
How crowded is the space for this exact outcome?
Execution
Can a focused team ship a credible first version quickly?
Revenue path
Is there a believable way to monetize early?
Customer clarity
Do you know exactly who owns this pain day to day?
The one-line summary
Skip or Ship takes a paragraph describing your business idea and returns a Ship, Fix, or Skip verdict in seconds — backed by 10 weighted category scores, real-world signal checks, and a brutal analysis of what's strong and weak. Same input always produces the same verdict.
Step 1 — Describe the idea
You paste a paragraph into the validator. The clearer the description, the more accurate the score. The engine looks for five fields: who pays (buyer), what hurts (pain), why now (urgency trigger), how you reach customers (channel), and what you charge (monetisation).
Vague descriptions cap your score. “A SaaS for small businesses” scores far worse than “compliance audit software for UK accounting practices with 5–20 staff,” because the engine penalises clarity gaps.
Step 2 — Engine parses your idea into signals
The first internal step is structured parsing. The engine extracts and normalises the five signal fields, then identifies any defensibility markers (proprietary data, workflow lock-in, regulatory moat), market scale signals, and urgency cues. This becomes the working input for the scoring step.
Step 3 — Score against 10 weighted categories
Every idea is scored against the same 10 categories with the same rubric. Each category gets a score from 0 to 100. The weights are based on what actually determines early-stage commercial outcome — Real Pain is heaviest because nothing else matters if buyers don't care.
| Category | Weight | What it asks |
|---|---|---|
| Real Pain | 20% | Is the problem urgent, recurring, and worth paying to remove? |
| Market Demand | 15% | Are buyers already searching and paying? |
| Defensibility | 15% | Can incumbents copy this in months? |
| Competition | 10% | How crowded is the space for this exact outcome? |
| Clarity | 10% | How specifically have you named buyer, pain, and offer? |
| Monetisation | 10% | Is the price point realistic for this buyer's budget? |
| Distribution | 10% | Can you reach these buyers without paid ads? |
| Execution Difficulty | 5% | What's the build complexity vs your skill? |
| Speed to MVP | 3% | How long until first paying user? |
| Name Strength | 2% | Memorable, ownable, available? |
Step 4 — Apply real-world signal checks (premium)
For premium reports, the engine additionally runs live checks against real-world data: search demand intensity (is there actually search volume for this?), competition density mapping (how many funded competitors exist in this niche?), and brand viability (is the .com available, are the trademarks clear?). These checks are facts about the world, not opinions about the idea.
Step 5 — Combine into a weighted total
Each category score is multiplied by its weight, and the results are summed. The total is your overall score out of 100. The same idea always produces the same total — that's the entire design.
Step 6 — Return the verdict
The weighted total maps to one of three verdicts: Skip (0–54), Fix (55–79), or Ship (80–100). You see the verdict, the per-category breakdown with one-line explanations of each score, a brutal analysis section that names what's strong and weak, and a recommended next step.
Why structured beats AI chat
ChatGPT gives a different opinion every time. Skip or Ship's engine is deterministic — same input, same verdict — which means you can iterate against it. Change one signal in your pitch, the score moves in a predictable direction. That feedback loop is how you sharpen an idea toward Ship territory.
See the full comparison at Skip or Ship vs ChatGPT.
Try it now
The verdict, per-category breakdown, and brutal analysis are free with no signup — and the verdict shows immediately after you submit. Premium reports unlock the real-world signal cards, but the verdict layer is free.
Direct answer — How Skip or Ship works
The 6-step process behind the Skip or Ship business idea validation engine.
Stop reading. Get your verdict.
Describe your idea and the Skip or Ship engine returns a Ship, Fix, or Skip verdict with a full 10-category score breakdown — free, in 30 seconds, no signup.
Frequently asked questions
Is Skip or Ship deterministic?
Yes. The same idea description produces the same Ship/Fix/Skip verdict and the same per-category scores every time. That's the entire design — you can iterate against it, which you can't do with a chatbot.
Does Skip or Ship use AI?
Yes — LLM reasoning powers category scoring under the hood. But the difference is the structure: every idea is evaluated against the same 10 categories with the same rubric, so the output is comparable across ideas and repeatable for the same idea.
How is this different from a generic startup-idea checker?
Generic checkers give prose opinions. Skip or Ship gives a 0–100 score, per-category breakdown, and a Ship/Fix/Skip verdict — all comparable across ideas. Plus premium signal cards run live demand, competition, and brand checks against real-world data.
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