TokenMargin

Shopify AI tool spend review

AI tools, APIs, app subscriptions, agencies, and automations can sit outside a normal product-margin view.

Signals to review

  • Recurring app fees that no longer map to current revenue.
  • AI/API and workflow costs attached to low-margin orders or segments.
  • Promotions, refunds, shipping rules, and channel fees that obscure contribution margin.

Current flow

  • Submit the store URL and tool-stack notes.
  • Receive three likely leak hypotheses and a suggested first audit path.

Data boundary

  • The public first pass does not need Shopify admin access, passwords, API keys, or customer exports.