Spying on Shopify: How to identify private label designs

When analyzing competitors, you want to identify which brands are dropshipping standard white-label items and which are using custom private-label designs. Private-label setups are harder to copy directly, but they offer useful insights into product positioning. Here is how to run a private-label dropshipping spy audit.

Distinguishing White-Label from Private-Label

Identify branding structures using these indicators:

• Custom Product Photography: Brands use original lifestyle photography, while dropshippers often reuse supplier images.
• Custom SKU Patterns: Original brands configure unique SKU systems that reflect their store taxonomy rather than manufacturer codes.
• Package Details: Review product pages and packaging images to check for custom box configurations.

Extracting Catalog Attributes

Use a browser tool to export catalog details. Evaluating product handles, titles, and variant parameters can help you map out their branding strategy and identify sourcing options.