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Hi there @robinrsa
While we might request WooCommerce analytics to report from a year ago, the product data are based on what’s currently set (their product category, for example).
Ways to approach this from different angles would be to either export WooCommerce analytics data on frequent intervals (before product category changes, for example), or create custom duplicates of products (with different SKUs).
I trust this provides clarity, but if you have more questions, let us know.
We’re happy to help.