FAQ
Clear boundaries make the data more useful.
Answers about public readiness checks, authenticated analysis and evidence quality.
What files does Data Check need?
Sales and Inventory CSVs are required. Cost is optional, but usable unit costs are needed for profitability and inventory-value interpretation.
What is the difference between Data Check and Analysis?
Data Check provides transient structural and mapping feedback without an account. An authenticated Analysis independently validates files before it can be committed and used in the product.
Does a public check calculate margin or revenue KPIs?
No. The public check does not generate financial results, rankings, analytical runs or AI output.
What happens without cost data?
The application can surface the limitation, but profitability and inventory valuation cannot be treated as supported where usable cost evidence is missing.
What does the Free plan include?
The live Pricing page reads the same server-owned commercial configuration used by the product. Start with the Free plan to run the normal authenticated workflow.
Do you support Shopify, WooCommerce or Amazon connections?
MarginVisibility is CSV-first and platform-agnostic. Direct integrations are not part of the MVP promise.
Can I compare historical results?
Eligible retained analyses support historical views according to your plan and the quality of the underlying period and source evidence.
Ready to see what your data is saying?
Start with a secure Free workspace and your first analysis.