E-commerce Margin Analyst

Review what your online store keeps from promotional orders after discounts, product costs, shipping, payment fees and refunds. Get a reconciled contribution comparison, missing-cost coverage and evidence-backed next steps.

Supply order, historical product-cost, fulfillment, retained payment-fee and refund exports. Compare baseline and promotional order contribution, trace each amount to its source and separate missing costs from complete-cost totals. Get an auditable order table, a reconciled movement bridge and up to three proposed next steps for your e-commerce trading team.

Start with START-HERE.md. English recipient onboarding establishes your store definitions, periods, refund window, source coverage and permissions. The calculation helper requires normalized JSON with one merchandise line per order; multi-line orders need a reviewed adapter. Contribution excludes acquisition, overhead and tax, so it is not net profit. No live store connection, pricing changes, messages or automatic monitoring are included.

What you get

Instructions, guided business setup, examples, acceptance tasks and setup guides.

Workflow

Your own normalized exports and confirmed measurement rules. Includes a Python 3.9+ calculation helper, blank recipient settings, an independent synthetic example and English prompts and instructions.

Apps

Local helper tests, synthetic calculations, missing-cost checks and archive validation passed. Setup guides cover Codex, Claude Code, Claude, ChatGPT and Hermes. Fresh-model testing, native installation, live connections and real recipient acceptance remain unverified.

Version and language

1.0.0 · English · released

Your AI app and optional connections may cost money. This package does not grant account access. App-specific setup is documented; full compatibility has not yet been tested.