Answers to the questions people ask before Stirolo becomes part of their routine.

Five models work together: body analysis, wardrobe understanding, taste modeling, occasion context, and environmental factors. The output is a ranked list of outfits - every one built from items you already own.

Yes. Photos and wardrobe data are end-to-end encrypted, stored regionally, and never sold or shared with third parties. You can delete everything from your account with one tap, anytime.

Absolutely. Snap pieces individually, batch-photograph open drawers, or import from your shopping receipts. Auto-tagging handles category, color, and style - you just confirm.

Yes. After your initial photo upload, Stirolo can render any outfit on your body model so you can see how it actually looks before you commit to wearing it.

No. The Free plan covers basic wardrobe management and three daily recommendations. Premium unlocks the AI Chat, image generation, travel assistant, and unlimited recommendations.

Our average user reports an 87% match score after 4 weeks of usage. Stirolo learns from every outfit you save, skip, or rewear - accuracy compounds over time.

Yes, with one tap. No phone calls, no retention emails. Your wardrobe and history stay accessible on Free even after cancellation.

Yes. Stirolo is built to respect proportions across all bodies, ages, gender presentations, and aesthetic preferences - from streetwear to executive minimalism.

iOS and Android. A web companion for wardrobe import and quarterly reviews is in beta - Premium users get early access.

Only when asked. The Shopping Guidance feature checks proposed purchases against your existing wardrobe and flags duplicates or fit mismatches - it's editorial, not promotional.

Yes. Premium users can share a private read-only link to specific looks or capsules - handy for partners, stylists, or shopping with friends.

No. Stirolo starts producing recommendations once you have added enough pieces to build complete looks, usually around twenty to thirty items. You can keep adding as you go, and the recommendations improve as the catalogue fills out.

You can use Stirolo without body photos. Wardrobe management, outfit recommendations, and the AI assistant all work without them. What you lose is fit-aware ranking and the outfit visualization feature, since both depend on a body model.

Expect the first week to be the model learning you. Accuracy compounds with every outfit you save, skip, or edit. Most users report the top recommendation matches what they would have chosen by around week four.

Yes, and you should. Swap a single piece, reject the look, or tell the AI assistant what was wrong with it. Manual corrections carry more weight in the model than passive scrolling, so a few deliberate edits go a long way.

It works particularly well with a small wardrobe. Fewer items means Stirolo can find combinations you have not tried rather than surfacing things you already wear on rotation. Capsule wardrobes are one of the clearest use cases.

Photos and wardrobe data are end-to-end encrypted, stored regionally, and never sold or shared with third parties. You can delete everything from your account in one tap, at any time, and export your wardrobe catalogue if you leave.

No. Wardrobe management and daily recommendations work on their own from day one. Body analysis, visualization, and the AI assistant add depth, but nothing is required to get value out of the app.

Free includes up to 30 wardrobe items, 3 daily recommendations, and a basic style profile. Premium unlocks unlimited items, unlimited recommendations, the AI chat assistant, occasion styling, travel packing, and shopping guidance. Premium Plus adds unlimited image generation and advanced analytics.

Yes. The assistant reads from your wardrobe catalogue and style profile. Body analysis improves fit-specific answers, but it is not required for the assistant to work.

Stock photos show the item on a stranger or a mannequin. Outfit image generation renders the combination on your own body model, using your proportions, so what you see is what it will actually look like on you.

No. Shopping guidance checks a potential purchase against your existing wardrobe to flag duplicates and pairing gaps. It does not link out to retailers or take a commission on purchases.

Yes. Stirolo is in early access, and the feature set will keep evolving based on what actually helps people get dressed. Anything that changes meaningfully will be documented in the changelog.

Yes. A small, curated wardrobe gives Stirolo fewer combinations to score, which produces sharper recommendations sooner. Capsule wardrobes of 30 to 50 items are one of the clearest use cases for the app.

Yes. Enter the destination and trip length, and Stirolo builds a capsule that mixes and matches across every day, checked against the forecast at the destination, so a 7-day trip does not require 7 separate outfits.

Most users see clear non-wear patterns within 2 to 3 weeks. Stirolo tracks last-worn dates and cost-per-wear automatically, which surfaces items worth donating or reselling without a manual inventory.

Yes. Repeating a small rotation is common; a National Association of Professional Organizers study found people wear about 20% of their clothing 80% of the time. Stirolo surfaces the unworn 80% and works it back into the rotation instead of buying more.

No. Stirolo scores recommendations from wardrobes of any size, from a 30-item capsule to a full closet. Minimalism is one use case, not a requirement.

Yes. Stirolo's Free plan includes up to 30 wardrobe items, 3 daily recommendations, and a basic style profile at no cost. Premium, at $14 per month, removes those limits and adds unlimited AI chat and 50 monthly outfit renders.

No. Whering is free to download and use, monetized through resale partnerships and retail integrations rather than a subscription fee.

Whering leads on user count with 10 million users worldwide, ahead of Acloset's roughly 4 million and GetWardrobe's 3 million-plus. Stirolo is newer to the category and does not yet publish an independently verified user count.

Yes. Stirolo renders wardrobe combinations on a body model built from your own photos, a depth of on-body visualization that Whering, Acloset, Cladwell, and GetWardrobe do not currently offer.

No. Whering, Acloset, Cladwell, Fits, and GetWardrobe all run on iOS and Android. Stylebook is the one exception, staying iOS-only. Stirolo currently supports iOS, with Android launching soon.

Most AI wardrobe apps price between $3.99 and $24.99 per month, with Stylebook the exception at a one-time $4.99 to $5.99 fee. Stirolo's Premium tier is $14 per month, above the $4.99-to-$9.99 entry point most competitors use for their first paid tier.