Embedded operating workspace
Shopify-native decision layer
Protect margin, manage stock, and place cleaner supplier orders from inside Shopify.
MarginPilot is a buying and inventory operating system for teams that still make human decisions. It keeps contribution pressure, stock coverage, reorder timing, and supplier action inside one embedded workspace instead of scattering them across reports.
Demand, margin drag, and cover risk stay visible in one operator view.
Draft POs and transfers from live stock pressure instead of guesswork.
The workflow lives inside Shopify Admin with production OAuth and review-ready surfaces.
What ships with the product
A brochure page should explain the operating loop, not just say the app exists.
MarginPilot is for merchants who still have to make purchasing judgement calls. The product surface stays close to three jobs: correct the numbers, protect cover, and move supplier work without losing context.
Margin view
Correct revenue into contribution before it turns into the wrong buying decision.
Discounts, refunds, shipping, fees, and inventory pressure stay in the same lens so the operator sees what is genuinely worth protecting.
Inventory board
Keep stock coverage, reorder timing, and location-level risk readable at a glance.
The inventory board is built for scan speed: critical cover, reorder dates, and supplier context sit next to each other instead of behind drill-downs.
Supplier workflow
Turn pressure into supplier-ready drafts, exports, and delivery without leaving the workspace.
Purchase orders, contacts, and supplier routing stay close to the stock problem, so the handoff from analysis to execution stays clean.
Inside the workspace
The public site should show the real operator sequence, not a generic SaaS promise.
MarginPilot starts with what is happening today, then pushes the operator into the next concrete move. Stockouts, low-margin variants, reorder pressure, and supplier drafts all stay visible enough to act on quickly.
See the most expensive exceptions first.
The landing surface is organized around what needs operator attention now, not around dashboard decoration.
Move directly into inventory, purchasing, and forecasts.
Each route keeps enough context on-screen that the operator can continue the decision instead of re-orienting.
Keep trust and delivery surfaces production-ready.
Privacy, support, install, and supplier-delivery states stay aligned with the product instead of drifting into placeholder territory.
Trust + production
Merchant-ready product surface
The public site now reads like the product it represents instead of a placeholder wrapper.
Real screenshots, an embedded install path, merchant-facing trust pages, and a stronger product narrative make the app feel materially more credible to merchants, operators, and Shopify reviewers.
