Decision support for sellers

Know the unit economics before you commit.

KAVOMAZ Scout helps product researchers and sellers turn supplied demand, competition, price, cost, advertising, and differentiation inputs into a clear opportunity score, estimated margin, unit profit, and break-even ad cost.

Install KAVOMAZ ScoutTry an example
Works in ChatGPT and Codex. No KAVOMAZ account is required for the current public tools.
Example opportunity score
66

Halloween Nurse Shirt

Etsy · Promising

Demand76 / 100
Competition40 / 100
Margin31.8%
Unit profit$10.20
Three-step workflow

From rough idea to a clearer decision.

Scout is designed for fast, explainable screening. It does not fabricate marketplace data or promise outcomes.

1

Bring the evidence

Provide price, costs, demand and competition scores from your own research or a credible source.

2

Run the economics

Estimate unit profit, marketplace fees, margin, and the maximum ad cost you can absorb per sale.

3

Score the opportunity

Combine demand, competition, margin, and differentiation into a simple 0–100 decision-support score.

AmazonEtsyShopifyPrint-on-DemandWholesaleGeneral commerce
Free tools

Start with a calculator. Continue with Scout.

Use the free web calculators for quick unit-economics checks, then open KAVOMAZ Scout in ChatGPT when you want scoring and saved analysis history.

$

Etsy Profit Calculator

Estimate unit profit, margin, fees, and break-even ad cost from your own assumptions.
$

Amazon Unit Economics

Model per-unit economics before you increase advertising or inventory.
%

POD Margin Calculator

Check margin after production, fulfillment, marketplace fees, and ad cost.
0–100

Opportunity Score

Combine demand, competition, margin, and differentiation into a screening score.
Start here

Copy one of these prompts into ChatGPT.

Estimate unit profit for a product priced at $29.99 with $10 unit cost, $4 shipping, 12% platform fee, and $3 ad cost per sale.
Score this Etsy opportunity: Halloween Nurse Shirt. Demand 76, competition 40, sale price $32, unit cost $11, shipping $4, platform fee 12%, ad cost per sale $3, differentiation 65.
Show my recent Scout analyses using workspace key my-scout-workspace.
Important: Scout provides estimates and decision support based on supplied inputs. It does not guarantee sales, ranking, demand, or profit and does not fetch live marketplace metrics by itself.

Make the next product decision with numbers.

Install Scout, paste your inputs, and get a concise English result.

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