Research notes
We combine star ratings, written reviews, support conversations and how people use the app. Each source answers a different question and carries a different bias.
average across 11,600+ App Store ratings worldwide
ratings on the US App Store, averaging 4.5
rating on Google Play
ratings come without any written text
App Store figures from Apple’s public lookup across 60 storefronts and the Google Play listing, November 2026. The share of ratings without text is from our August 2026 review snapshot.
People with a detailed problem or a strong success story are more likely to write. We use the star average for broad sentiment and written feedback to find specific friction, never to estimate how many customers share it.
Outfit variety, dresses and layering, speed, how clearly the subscription is explained, and feedback that fits the occasion. Each theme becomes a research question, a support improvement and a test case, and several shaped the Essembl 1.0 redesign.
What people save, skip, rate and wear tells us more than any single review. We compare review themes with support conversations and in-app behavior before deciding what to change.
Our comparisons use one controlled wardrobe and identical occasions, so setup time, usable outfits and how easily you can fix a mistake are compared without moving the goalposts.
