Snow Rose
Home feed ranking system to spread visibility and refresh user experience
The core problem is that: on many platforms today, popular and advertised products dominate the feed. New and innovative businesses struggle to be seen.
WindowshopAI is solving this by making both new and previously listed product/service get equal visibility to increase sales. An ongoing process with the latest step towards the north-star being ‘SnowRose’.
How it works
When you visit the homepage, the first few products and services you’ll see are the newest global offers —the most recently uploaded from anywhere on the platform. This ensures you're immediately engaged with fresh content that reflects the latest additions to the marketplace.
As you scroll, the feed updates to showcase a mix of newly uploaded and previously listed offers. The system ensures that older listings aren’t lost over time; they can resurface and get renewed visibility.
Snow Rose: Ranking for Visibility
The system prioritises recency and business verification to ensure that new products are prominently featured, while older but still relevant offerings also have the opportunity to be rediscovered.
Seamless User Experience
Thanks to smart pagination and infinite loading techniques, the feed updates smoothly as you browse. When you scroll, new content is automatically loaded in the background, providing a seamless and uninterrupted experience.
This means users are constantly discovering fresh offers, without ever having to pause to load more items.
Now available in 0.9 Alpha.