The ShiporDrop scorecard is built around eight dimensions. They're not arbitrary. After watching hundreds of ideas — some that worked, most that didn't — these are the eight axes that, in combination, predicted the outcome. None of them are sufficient on their own. All of them together are usually decisive.
Here's what each one actually means and how to honestly score yourself on it.
1. Real Problem
Is this a problem people would pay to make go away, or is it a nice-to-have? The cleanest test: if your product disappeared tomorrow, would users be annoyed, or would they shrug? We dig into the difference in Hair-on-Fire vs Nice-to-Have.
High score: people are already complaining about this in their own words on Reddit, in industry forums, or to you in person.
Low score: you have to explain why it's a problem before they get it.
2. Frequency & Pain
How often does the problem hit, and how much does it cost in time, money, or stress? Frequency tends to matter more than severity for SaaS — a daily 10-minute pain converts better than an annual 2-hour pain.
High score: daily or weekly, with a measurable cost (hours wasted, revenue lost, opportunities missed).
Low score: rare, fuzzy, or hard to put a number on. If you can't quantify it, your customer can't either.
3. Target Audience
Can you describe the user in a sentence specific enough that a stranger would recognize them on the street? "Small business owners" is not an audience. "Solo personal trainers in the U.S. with 20–60 active clients" is.
High score: a sentence so specific it almost feels too narrow. That's correct. See Niche Down or Die.
Low score: anything starting with "anyone who…"
4. Builder Fit
Why you? What do you know about this audience that a generic founder doesn't? This is where outsider founders quietly win — see Why Non-Technical Founders Have a Massive Advantage.
High score: you've lived inside this problem for years, have a network in the space, and find the topic genuinely interesting at a weird, granular level.
Low score: you read about it online last month and it sounded cool.
5. Demand Signals
Has the market already shown you proof that people want this? Are there competitors making real revenue? Are there workarounds — spreadsheets, manual services, paid VAs — that people are already using?
Counterintuitively, the presence of competitors is usually a good sign. It means money already moves in the category. We talk about how to read competitor signals in How to Do Real Competitor Research in 30 Minutes Flat.
High score: existing tools, existing complaints, existing money changing hands.
Low score: nothing. You're "the first" — which usually means the market doesn't exist.
6. Distribution
How will you reach your first 50 users without burning cash on ads? This is the dimension that kills more first apps than any other. Most outsiders don't think about it until launch day, when it's already too late. See Distribution-First Thinking.
High score: you have a real channel — a community you're a member of, a list you've built, a network in the industry, a content engine you can stand up.
Low score: "I'll post on Twitter" or "I'll do SEO."
7. Monetization
Will money actually move? At what price, and on what cadence? Monthly recurring is best, annual contracts are great, one-time purchases are hard. Free with ads is almost always wrong for a first product. We cover the psychology in Pricing From Day One.
High score: you can name a price, name a willing buyer, and explain why $X/month is cheap relative to the pain.
Low score: "Freemium, then figure it out."
8. Your Drive
Will you still care about this in six months? In twelve? Most first apps don't fail from bad strategy. They die from founder boredom. The slow grind of building, fixing bugs, doing customer support, and writing the same launch posts twelve different ways — that's the actual job.
High score: you've been mentally chewing on this for at least six months and still haven't gotten bored.
Low score: you got the idea last weekend and need to ship it now, before the excitement wears off. (It will wear off.)
How the eight combine
A few patterns to watch for in your own scores:
- Strong 1, 2, 3, 4 — weak 5, 6: classic outsider trap. You see the problem clearly, but the market hasn't proven itself and you have no way to reach customers. Spend a month shoring up demand signals and distribution before you build.
- Strong 5, 6, 7 — weak 4, 8: you're chasing a market because it looks attractive. Without builder fit and drive, you'll get outlasted by someone with more conviction.
- Strong 1, 4, 8 — weak 3: you have a real problem and you genuinely care, but your audience is too broad. Niche down before you commit. See Niche Down or Die.
- Strong everywhere except 7: you might have a great content product or community, just not a paid one. That's fine — but build it as that, not as a SaaS.
The total score
We score each dimension out of 10, for a total of 80. As a rough guide:
- 66+ (A): rare. Build, but stay paranoid about distribution.
- 53–65 (B): strong. Find your weakest dimension and spend a month on just that before building.
- 40–52 (C): the most common range. The idea is plausible but has at least one fatal weakness. Identify it.
- 26–39 (D): shaky. Often easier to evolve the idea than to fix it.
- <26 (F): kindly, no. Read How to Kill Your Darling Ideas and start fresh.
What to do with your score
The score itself isn't the point. The point is the per-dimension breakdown. A "C" idea where you're a 9 on builder fit and a 2 on distribution is a totally different problem from a "C" idea where the audience is fuzzy. The first one needs a marketing plan. The second one needs a smaller niche.
Take the quiz with your real idea, then look at your two lowest dimensions. That's your homework for the next two weeks.