01 · The problem
14° in summer is not the same as 14° in winter. Temperature alone doesn’t tell the whole story. Wind can make it feel colder, the temperature might rise by 8° in the afternoon, and some people simply feel the cold more than others.
Wardrobe apps try to solve this, but many ask you to photograph and upload your entire closet before they can help. Getting dressed shouldn’t take that long.
02 · Research
Reviews from competing apps were analyzed using Claude Opus 5.5 to identify recurring frustrations, user expectations, and opportunities for improvement.
02 · Research · Benchmark
First I benchmarked the apps that already answer “what should I wear today?”: closet apps, weather apps with an avatar, and a few niche ones for runners and kids. Mapped by how much setup they need and how personal the advice gets, one corner was empty.
My app
Instant like a weather app, personal like a closet app, with no closet to photograph. One tap a day teaches it how you feel the weather.
Point at an app on the map to read its notes.
| App | No closet to set up | Learns how you feel | Changes through the day | Other cities & trips |
|---|---|---|---|---|
| PutTogether | No | No | Yes | Not found |
| CladwellPlans the week, not trips | No | No | No | Partly |
| Acloset | No | No | No | Not found |
| Weather Fit | Yes | No | Not found | Not found |
| Daily Dress Me | Yes | No | Not found | Yes |
| Goldilocks Run ClubLearns, but only for runs | Yes | Partly | Not found | Not found |
| Whether | Yes | Yes | Yes | Yes |
Yes Partly No Not found
The sneaky competitor is a chatbot. Plenty of people just ask AI what to wear today. So Whether has to be faster than typing the question.
Two of the comparison articles were written by competing apps, so I treated their rankings with care. Prices and ratings are from October 2026 and change often. Kids’ apps (Reima Weather, Kid Weather) were in the benchmark too, but they teach layering through dress-up games, so they aren’t on the map.
Wardrobe apps can personalize outfits, but setting them up takes time. Weather apps give you instant recommendations, but they’re generic and don’t account for your personal preferences.
→ Useful from day one. More personal over time.
35% of reviews that mention the weather rated the experience 3 stars or lower. The complaints usually say that recommendations make no sense: sandals in the snow, sweaters in a heatwave.
→ The weather logic is the main product.
The same forecast can mean a light jacket for one person and a heavy coat for another. Most weather apps treat everyone the same, leaving users to figure out what works for them.
→ Personalize gradually, learning from every bit of feedback.
“A whole day taking photos” before getting any recommendations. Users usually don’t have time before heading out.
→ No closet catalog. Two questions instead.
Many reviews mentioned layering, highlighting a common frustration: an outfit that works in the morning might be too warm by the afternoon.
→ Help people dress for the whole day ahead.
Many reviews ask to change the city or plan a trip.
→ A city search and a packing list.
Users appreciate quick-glance widgets and clear, simple language. When deciding what to wear already feels overwhelming, more data only adds to the noise.
→ One answer, in simple words.
Meet Sofía · a proto-persona built from the reviews
03 · The idea
No weather report. A sentence, an outfit and a “bring” list, for the whole time you’re out. Then one question every evening.
Finding 05 · Dress for the whole day
Reviewers kept saying the same thing: the advice is right at 8am and wrong by lunch. So every layer in Whether comes with a “when”. Scroll through Sofía’s day.
Light jacketOuter layerOff by 1:00pm
SweaterMid layerOff by 11:00am
T-shirtBase layer, for the warm afternoon
PantsBottomFinding 03 · Everyone experiences the weather differently
The check-in is easy enough to do every evening. Drip, the mascot, shows each answer, and its accessory always follows the temperature: a beanie when you were cold, sunglasses when you were hot. It feels like telling a friend how your day went.
How did today feel?
Tap one. This is the whole check-in.
04 · The app
Tell Whether where you are, how sensitive you are to the cold, how you get around, and when you’re usually out. Then get straight to a personalized recommendation for the day.
The big number is how it feels. The headline is a sentence, not a number. Each condition has its own color, always with a word, since no brand color passes contrast with white text. So text on color is always Dark.
The first idea was a button that changed based on the time of day. But some people work from home, and plenty of people don’t follow a fixed routine.
Instead of guessing what users are doing, the center button always offers the same two options: Heading out now? and Check in.
One consistent entry point. No assumptions about your day.
The forecast gets more reliable as your trip approaches. Whether makes that uncertainty visible, moving from typical weather to early forecasts and finally to the actual forecast, while showing how each update changes your packing list.
Plan ahead with what’s known. Adjust as the forecast gets clearer.
05 · Brand
The app answers whether to wear a jacket and whether to take an umbrella. The name holds the whole idea: the decision, not the data.
The first logos looked polished but didn’t feel like Whether. A mascot can literally dress for the weather, and live inside the app. We tried a cloud, a raindrop and a sun, and chose Drip: the boldest silhouette, and smiling suns are everywhere.
06 · What’s next
Whether is available on Google Play, powered by Open-Meteo’s free weather data.
The home-screen widget brings the day’s outfit recommendation at a glance, without needing to open the app.
Next, this section will include user testing results and key learnings.
