Owner-led online brands in the UK, Europe and North America. Five categories where we know the ad economics, the retention curves and the claims rules; the same model serves any brand selling its own product direct.

High return rates, rising ad costs, and a customer worth keeping

The steepest ad inflation in D2C, and the strongest repeat behaviour

Considered purchases with long gaps between them

Repeat-purchase economics under the strictest claims rules in ecommerce

Recurring revenue that is rented, not owned, until churn says otherwise
The model transfers across D2C: pet, baby and outdoor brands, jewellery and accessories, digital products, and brands mid-move from marketplace-only to direct. If that is your brand, the free Business Scan is the same.