Launching today
Validate business ideas with real data

Validate business ideas with real data

Validation that turns insight into strategy

10 followers

VCV8 helps founders, builders, and teams validate ideas with clarity before investing time and money. It evaluates your idea across 8 proven pillars including market demand, audience fit, competition, revenue potential, and more, using real-world data instead of guesswork. From there, dive into the Strategy Hub. An interactive workspace where you can explore results, ask questions, test assumptions, model scenarios, submit changes, and shape a smarter path forward with real confidence.
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Validate business ideas with real data gallery image
Validate business ideas with real data gallery image
Validate business ideas with real data gallery image
Validate business ideas with real data gallery image
Validate business ideas with real data gallery image
Validate business ideas with real data gallery image
Validate business ideas with real data gallery image
Validate business ideas with real data gallery image
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What do you think? …

Ryan Thornton
Maker
📌

Thank you for checking out VCV8. This project came from a simple but frustrating truth: too many great ideas never make it because they are built on guesswork. I have watched founders, creators, and even myself spend time, money, and energy chasing ideas without real clarity.

I built VCV8 to change that.

VCV8 gives anyone, from indie builders to teams, a way to validate an idea quickly, confidently, and with real insight behind it. Not fluffy optimism. Not generic AI output. Structured analysis designed to be meaningful, grounded, and trustworthy.

The Strategy Hub is the part of VCV8 I am most proud of. It turns a validation report into a living, interactive space where you can ask deeper questions, explore assumptions, test scenarios, and intentionally shape your direction.

If VCV8 helps even one person avoid a costly wrong turn or gives someone the confidence to pursue the right idea, it has done its job. I hope it becomes a tool that supports your creativity, your decisions, and your next big move.

Happy to answer questions, and I would love to help validate your ideas today.

Jacquelyn Blomseth

This really resonates. Great ideas don’t usually fail because they’re bad, but because the truth shows up too late. Which signal or insight you realized teams were missing most when building VCV8? Congrats on the launch 🚀

Ryan Thornton

@jacquelyn_blomseth After a few builds, I noticed I was usually confident, but confident for the wrong reasons. The missing piece was early, real-world signal. VCV8 exists to make that visible before you go too far and then let's you strategize from there.

Spencer Labadie

Being able to chat back with the report, and get help solving problems my idea might have is really cool feature.

Ryan Thornton

@spencer_labadie Yes! The chat (Strategy Hub) is meant to turn a static report into an ongoing thinking partner.

You can ask why a score landed where it did, pressure test assumptions, or work through specific problems you are stuck on. The part people tend to miss is scenario modeling. You can say things like “What if I changed the target customer?” or “What happens if pricing shifts?” and see how those changes ripple through demand, competition, and revenue.

It is less about getting an answer and more about exploring paths before you commit time and money to one.

Nahom Gashaw

Honestly the biggest difference for me is that it doesn’t just agree with your idea. A lot of AI tools kind of tell you what you want to hear. This actually pulls in real data and shows you where things hold up and where they don’t, even if the idea started from an AI prompt.

Ryan Thornton

@nahom_gashaw I appreciate you calling that out Nahom. VCV8 isn’t trying to be an “idea generator” or confidence booster. Most AI tools stop at sounding smart or hallucinate responses when they don't have the facts. VCV8 is designed to introduce friction where it matters.

It grounds every insight in real signals. Market data, competitive pressure, audience behavior, and feasibility constraints. If something does not hold up, it shows you where and why. That is true whether the idea came from lived experience, a brainstorm, or an AI prompt.

The goal is not to validate ideas emotionally. It is to validate them structurally so you can make better decisions before committing real time and capital.

imacoder

VCV8 doesn't just tell you if your idea is good or not - It gives you actionable, data-driven insights to help your idea become successful. VCV8 can guide you every step of the way, adjusting and responding to any new information or evidence you provide it as you move through your process. It is extremely valuable to have throughout all stages of development.