Peter Sjolin

@u9629472 Hello Alex, Thanks for the input, some of these items are on the to do list.

@dsojitra That is one of the main reasons I built Market Verdict.

A lot of founders validate the idea, but not the market. They ask, “Is this useful?” instead of “Are people already looking for this, paying for alternatives, and dealing with enough pain to switch?”

The competitor density score is meant to make that part harder to ignore. Sometimes competition is a good signal because it proves demand exists. But if the market is crowded, hard to differentiate, or dominated by strong incumbents, the founder needs to know that before spending months building.

The goal is not to kill ideas. It is to show where the risk is early, so the founder can refine the idea, narrow the niche, change positioning, or decide not to build it at all.

@contentpaysyou From what I’ve seen, founders usually overestimate demand first, then underestimate competition second.

The common mistake is assuming that because a problem is real, people are actively looking for a paid solution. Demand is not just “this would be useful.” It means people are already searching, spending, switching, or feeling enough pain to take action.

Competition is often underestimated in a different way. Founders may look only for direct competitors and miss substitutes: spreadsheets, agencies, consultants, internal tools, Reddit advice, ChatGPT, or simply doing nothing.

That is exactly why I built Market Verdict around demand, competition, willingness-to-pay, and execution complexity together. A strong idea is not just one with a problem. It needs evidence that people care enough to pay and that the market is not already too crowded or too hard to enter.

@dushicasimovska1 Thanks — that is exactly the problem Market Verdict is trying to solve.

Founders often get encouraging feedback, but not enough financial or market reality. Market Verdict is built to make the decision more concrete: demand, competition, willingness to pay, execution complexity, risks, and break-even numbers in one report.

The goal is to help founders decide earlier whether to pursue, adjust, or drop an idea before spending months building something the market may not support.

@omoleakeem666 Thank you — I appreciate that.

That is exactly the kind of use case Market Verdict is built for: helping a startup like Regulus pressure-test ideas before spending serious time, money, or engineering effort.

The goal is to give founders a clearer view of the business reality: demand, competition, pricing, risks, break-even requirements, and what assumptions need to be tested next. For an early-stage startup, even avoiding one bad direction can save months.

@jacksoul58 Exactly. The score is only useful if it exposes the assumptions behind it.

Market Verdict is meant to help founders see why an idea scored the way it did: demand strength, competitive pressure, willingness-to-pay, pricing reality, execution difficulty, and break-even requirements.

The real value is not just “this idea scored 72/100.” It is: “Here are the weakest assumptions. Go test these first.” That turns validation into an action plan instead of a vague opinion.

@vortex_iq Thanks — that is exactly the intent behind Market Verdict.

The goal is not to tell founders “great idea, go build it.” The goal is to force the uncomfortable financial questions early: who pays, how much, how many customers are needed, what the local/online competition looks like, and whether the numbers actually support the idea.

I also agree on live consumer demand markers. That is one of the most important next layers: search trends, ad demand, local intent signals, competitor traffic, review volume, social signals, and other real-world buying indicators. The more Market Verdict can connect an idea to actual demand signals, the stronger the score becomes.

I built MarketVerdict because I needed a tool like this myself.

I wanted a faster way to test whether a business idea was worth pursuing before spending weeks or months building the wrong thing. MarketVerdict takes a business idea and location, then generates a practical viability report with market signals, risks, financial estimates, pivots, and an execution plan.

I first built it in English and Spanish. Once that foundation worked, adding the other languages became much simpler, so I expanded it to support more users globally.

Interesting idea, but I wonder who will own the content once created?

This is a really good idea, but I wonder how transparent they can be without spilling the secret sauce?

This is an awesome idea. But I don't see any rating of the internet connection qualities.