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Getting Recommendations

Updated October 8, 2025

In-App Recommendations

Once you've added items to your wardrobe and have some combined into outfits, your first visit to the Today page each day will result in a new outfit recommendation for that day.

You can then choose "Wear This" to indicate you're planning to wear that outfit today, or "Show me another" if you'd like to choose. If you're not sure yet, don't worry - the suggested outfit will still be there when you check back later in the morning. If you don't make a selection either way, we'll try to suggest a new outfit the next day.

If you only have a few outfits defined, you may get to the point where we only have one outfit left to recommend. In that case, rather than seeing the "Show me another" button, you'll see a prompt to create more outfits if this one doesn't work for you:

The last available unworn outfit, with an option to wear it or create a new one


If you've added items to your wardrobe, but haven't created outfits from them yet, our algorithm will try to put together an outfit based on the context we have about your wardrobe:

Caffeinated Wardrobe's Smart Suggestion page, suggesting a pair of jeans, a sweater, and boots

You can then save that suggestion as an outfit and mark it as worn, or ask for a different suggestion.