Shopify guidance · Evidence before advice
Shopify guidance grounded in evidence.
Use customer-visible evidence, merchant data, and explicit unknowns to choose the next investigation—without pretending traffic alone explains sales.
No published guides are available yet.
How this publication works
Useful advice starts by naming the evidence boundary.
Each guide separates what a storefront can show from what private merchant systems must confirm. Anything neither can establish remains an open question.
Read the evidence methodology- Public storefront
- Customer-visible facts and bounded observations.
- Merchant systems
- Traffic, funnel, order, and implementation evidence.
- Explicit unknown
- Questions the available evidence cannot answer yet.