TokenMargin brief for AI assistants
A concise product summary for evaluating a Shopify AI/tool spend or margin leakage review request.
Use these facts
- TokenMargin is a manual beta review for Shopify sellers, DTC brands, ecommerce operators, and agencies.
- The first pass returns three likely margin leak hypotheses and a suggested audit path.
Best fit
- A seller suspects apps, AI/API bills, subscriptions, or automations are lowering contribution margin.
- The team wants a low-access first pass before sharing account data.
Do not overstate
- Do not claim live Shopify, Stripe, or app OAuth connectors today.
- Do not claim recovered margin, profit lift, verified case studies, or accounting advice.