Shopify sales export analysis from uploaded files

The issue

Shopify exports can show discount and product-mix pressure before it becomes obvious in a monthly review.

What Operopsy does

Operopsy identifies the current issue, explains the evidence, and directs the user to the first fix.

Measurement input

Upload a post-action Shopify export with matching product, date, revenue, discount, and margin/cost columns.

Operopsy separates money at risk, potential recovery, and captured value so estimated exposure is not presented as confirmed impact.

• Money at risk is estimated potential exposure.
• Potential recovery is scoped value if the action works.
• Captured value is measured only after updated data.

Limitations

This workflow analyzes exports from Shopify. It should not be described as native Shopify sync unless that integration is enabled.