Product decision software for physical goods

Make the product call before you make the expensive commitment.

Before you spend more on inventory, research, packaging, production, or retail, make sure you are making the right call. Vantage helps you figure out what to launch, what to change, and what still needs to be tested.

Try your first product free. No credit card. Plans start at $49/month.

How Vantage works
One workspace from concept to marketCategory-specific analysis, not one generic modelEvery claim labeled evidence, inference, or assumption
Citrus Probiotic Sparkling DrinkValidate
RecommendationProceed with validation gate
Evidence

Concept scored above category norm in the price-sensitivity screen.

Inference

Likely repeat purchase, not yet confirmed by a second buy.

Assumption

Sensory profile holds up against Olipop and Poppi at shelf.

Next: run a blind sensory test against two leading RTDs.

Closes the highest-impact gap before the next decision.

The real cost

$49 is not where you lose money.

You lose money when a bad assumption turns into inventory, research, packaging, production, or a bigger launch.

$10,000

Inventory, packaging, or a small research project.

About 204 months of Vantage at $49.
$50,000

A larger research project, production run, packaging change, or channel investment.

About 1,020 months of Vantage at $49.
$200,000

A meaningful product launch, inventory commitment, or commercial decision.

About 4,082 months of Vantage at $49.
$500,000

A larger launch, expansion, or production bet.

About 10,204 months of Vantage at $49.
Vantage does not need to save every decision. It needs to help you avoid one expensive mistake, catch one bad assumption, or tell you when to wait before spending more.
When to use it

Use Vantage when the next product decision has money attached to it.

Choosing what to launch

You have a few concepts, SKUs, or ideas and need to decide which one deserves more time and money.

Compare concepts

Changing the product

You are thinking about changing the formula, packaging, claim, size, feature, or design.

Review the change

Changing price

You are not sure whether price is helping, hurting, or masking the real issue.

Review pricing

Deciding whether to buy more research

You already know something. The question is whether another study will actually change the decision.

Find the gap

Before a production or retail commitment

You are about to place inventory, commit production, expand distribution, or make a retailer-facing recommendation.

Check the decision

When a launch is not going to plan

Sales or velocity are weaker than expected and you need to know what to fix before you spend more.

Review performance
Decision quality

Know what you know. Know what you're assuming.

This is where product decisions usually get messy. Someone has a piece of research. Someone else heard something from a retailer. There is a sales number in another deck. Then an assumption gets repeated enough times that everyone starts treating it like a fact. Vantage keeps those things separate.

Evidence

What do we actually know?

Sales data, customer research, retailer feedback, product reviews, competitive pricing, internal documents.

Something we can point to and trace back to a source.

Inference

What does the evidence seem to tell us?

A conclusion based on the evidence we have. The reasoning should be visible.

Assumption

What are we still taking on faith?

Something that may be true, but has not been proven yet.

That distinction matters. A retailer comment is not the same thing as a customer study. A founder belief is not the same thing as sales data. A strong hypothesis is still a hypothesis.
A guess never gets to travel as a fact.
Why it is different

You do not need another score. You need to know what to do.

Research tool
72% purchase intent
Helpful. Still not the decision.
Dashboard
Velocity is down 8%
Helpful. Still not the decision.
Generic AI
Here are 12 things you should consider
Helpful. You still have to make the call.
Vantage
Do not reformulate yet. The evidence points more strongly to distribution than product demand. Check placement before you spend on changing the formula.
Here is what the evidence says. Here is what we still do not know. Here is what I would do next.
The lifecycle

A product decision is not a one-time verdict.

The same record follows the product from first idea to in-market performance. What changes at each stage is the question being asked, and what counts as a good enough answer.

01

Explore

Is the problem worth pursuing?

Before anything is designed, establish that the problem is real, frequent, and not already solved well enough by something else.

02

Shape

What exactly should the product be?

Format, price, claim, and buyer have to be consistent with each other. Most products fail here and find out later.

03

Validate

Does the evidence support the bet?

Separate what is now evidenced from what is still believed, and find the assumption whose failure would change the decision.

04

Commit

Should you release capital?

Judge whether the evidence base is strong enough for the size of the commitment, and what is recoverable if it is wrong.

05

In market

What is limiting performance?

Reconcile what you predicted with what happened, and separate a demand problem from a distribution or execution one.

Who it is for

Built for the person who has to make the call.

Founders, product leaders, innovation teams, and category teams use Vantage when a product decision has become too important for gut feel, but does not need six weeks of analysis.

Bring what you already have. Vantage helps you work out what the evidence supports, what is missing, and what you should do next.

FoundersProduct leadersInnovation teamsCategory teams
Pricing

Start with one decision. Add more when you need them.

Try your first product free. No credit card. Paid plans start at $49/month based on how many product decisions you want active at once.

Before the next product commitment, check the decision.

Your first product is free. No credit card.