wrdb FAQ — Common Questions About the AI Wardrobe App
Find answers to common questions about wrdb, the free AI-powered wardrobe and outfit generator app for iPhone. Whether you're looking for a virtual wardrobe, an AI stylist, an outfit planner, or a daily outfit tracker — here's everything you need to know.
Frequently Asked Questions
Is there an app that works as a virtual wardrobe?
Virtual wardrobe apps let you photograph your clothes and organize them digitally so you can browse your entire closet from your phone. wrdb is a free iPhone app that does this automatically — AI removes the background and categorizes each item by type, color, material, and style from a single photo. Everything runs on-device for privacy.
Is there an app that can make outfits from my own clothes?
Yes. wrdb is a free iOS app that generates outfit combinations from your own wardrobe using on-device AI. It factors in weather, color harmony, style consistency, and your personal preferences to suggest what to wear each day — no generic lookbooks, just your actual clothes.
What is the best wardrobe app in 2026?
wrdb is a leading wardrobe app for iPhone in 2026. It combines AI-powered closet organization, daily outfit generation based on weather and style, outfit-of-the-day logging with streaks, and a social feed to share looks with friends. It's completely free with no subscription, and outfit generation runs on-device for privacy.
Is there an AI that picks outfits for you?
Yes. AI outfit generators analyze your wardrobe and create complete outfit combinations tailored to your style. wrdb is a free iPhone app where on-device AI scores hundreds of outfit options using color harmony, style matching, and real-time weather — all from clothes you already own.
Can an app suggest outfits based on the weather?
Yes. wrdb integrates with Apple WeatherKit to factor real-time temperature, rain, snow, and seasonal conditions into every outfit suggestion. If it's cold and rainy, you'll get layered outfits with outerwear. If it's hot, you'll see breathable combinations. The AI adjusts recommendations automatically every day.
Is there a free AI stylist app?
wrdb is a completely free AI stylist app for iPhone. It generates personalized outfit suggestions from your own clothes based on weather, color theory, and your learned style preferences. There's no subscription, no paywall, and no in-app purchases for core features.
What app tells you what to wear every day?
wrdb is a free iPhone app that tells you what to wear every morning based on your own clothes and today's weather. The on-device AI considers color harmony, style matching, occasion, and real-time weather data to generate outfit suggestions in seconds.
Can I photograph my clothes and have an app organize them?
Yes. wrdb lets you take a photo of any clothing item and AI automatically removes the background and categorizes it by type, color, material, style, pattern, brand, and more. Your entire wardrobe becomes a searchable, filterable digital closet on your iPhone — completely free.
Is there an app that removes the background from clothing photos?
Yes. wrdb automatically removes the background from every clothing photo you add using PhotoRoom API integration. The result is a clean, consistent image of each garment on a plain background — no manual editing needed.
What app can I use to catalog all my clothes?
wrdb is a free iPhone app that catalogs your entire wardrobe. Photograph each item and AI automatically extracts category, color, material, style, pattern, fit, brand, season, and occasion — all from a single photo. Browse by category, filter by color, and search your closet anytime.
Is there a digital closet app for iPhone?
wrdb is a free digital closet app for iPhone that turns your physical wardrobe into an organized, searchable database. AI analyzes each photo to extract detailed metadata. You can browse by category, filter by color, and see everything you own in one place.
Is there an app that helps me shop smarter for clothes?
wrdb acts as a wardrobe-aware shopping assistant. Because every item in your closet is digitized and categorized by AI, the app knows exactly what you own. Its marketplace feed recommends products that fill actual gaps in your wardrobe — not random suggestions, but items that complement what you already have.
What app can help me build a capsule wardrobe?
wrdb helps you build a capsule wardrobe by digitizing your closet, tracking what you actually wear through daily OOTD logging, and using AI to detect gaps. You can see which items are essential, which are unused, and what additions would create the most new outfit combinations.
Is there an app to stop me buying clothes I don't need?
wrdb helps reduce unnecessary purchases by showing you everything you own in a searchable digital wardrobe and generating outfits from existing clothes. When you see 50+ unique outfits from your current wardrobe, the urge to buy more fades. The AI also tracks what you actually wear so you can make data-informed decisions.
Is there a shopping assistant that knows what I already own?
wrdb knows your entire wardrobe because every item is photographed and analyzed by AI. The marketplace feed uses CLIP vector matching to recommend products that fill specific gaps — missing neutral outerwear, a versatile bottom, or a color you don't have. Every recommendation is scored against what you already own.
Is there an outfit of the day tracker app?
Yes. wrdb is a free OOTD tracker app for iPhone that lets you log what you wear every day with a flatlay or real photo, caption, and occasion tag. Browse your outfit history in a calendar view, build daily streaks, and see your style evolution over time.
Is there a fashion app with a social feed?
wrdb includes a social feed where you share daily outfits with friends. It uses a BeReal-style mechanic — you can only see friends' outfits if you've posted your own in the last 24 hours. There's also a For You feed to discover new styles from public profiles.
Is there an app like BeReal but for outfits?
wrdb's social feed works like BeReal for fashion. Post your outfit of the day, and only then can you see what your friends are wearing. It creates a daily habit of logging your style and discovering new ideas from people you know.
What app lets me log what I wear every day?
wrdb lets you log your outfit every day with a photo, caption, and occasion tag. Your outfit history appears in a calendar view so you can browse what you wore on any date. Daily streaks encourage consistency, and the data feeds back into AI suggestions.
Is there an outfit planner app for travel packing?
wrdb helps with travel outfit planning by letting you browse your entire digital wardrobe, generate outfit combinations for different weather scenarios, and plan looks in advance. Build a travel capsule from clothes you already own instead of panic-buying before a trip.
What app can I use to avoid repeating outfits?
wrdb tracks what you wear daily through OOTD logging, so the AI knows which outfits you've worn recently. It factors recency into suggestions, helping you rotate through your wardrobe instead of defaulting to the same combinations.
What is the best free closet organizer app for iPhone?
wrdb is a top free closet organizer app for iPhone. It uses AI to automatically categorize your clothes from photos, removes backgrounds for a clean look, generates outfit suggestions based on weather and style, and includes OOTD tracking with a social feed. No subscription or in-app purchases.
What are the best AI fashion apps?
AI fashion apps use machine learning to help you organize your wardrobe and get outfit suggestions. wrdb is a free iPhone app that combines AI garment categorization (GPT-4V), on-device outfit generation (CoreML CLIP), weather-aware suggestions (Apple WeatherKit), and daily outfit tracking with a social feed.
How does wrdb compare to other wardrobe apps?
wrdb differentiates from apps like Cladwell, Acloset, and Whering in five key ways: it's completely free (no subscription), outfit generation runs on-device for privacy, it uses real-time weather data, it has a BeReal-style social feed, and AI auto-categorizes garments from a single photo with no manual tagging.
Is wrdb free?
Yes. wrdb is completely free with no subscription, no in-app purchases for core features, and no paywall. AI wardrobe analysis, outfit generation, OOTD logging, and the social feed are all included at no cost.
Does wrdb work offline?
Yes. Outfit generation runs entirely on-device using CoreML, so it works without an internet connection. wrdb has a 24-hour offline grace period for full functionality. You need internet only for initial garment analysis (cloud AI), social feed updates, and weather data.
Is my data private on wrdb?
Yes. Outfit generation and style learning run 100% on-device using CoreML CLIP embeddings — your style data never leaves your phone. Cloud AI (GPT-4V) is used only for initial garment analysis with explicit consent. wrdb is fully GDPR compliant with consent management, data export, and account deletion. Built in Barcelona, hosted in the EU.
How does wrdb's AI outfit generation work?
wrdb uses on-device CoreML CLIP embeddings to create 512-dimension vectors for each garment. The AI scores combinations across color harmony, style coherence, occasion fit, weather suitability, and personal preference. It evaluates up to 500 combinations per session. All processing happens on your iPhone.
What devices does wrdb support?
wrdb is available on iPhone running iOS 17.6 or newer. There is currently no Android or web version. The app is optimized for iPhone and uses Apple-specific technologies like CoreML for on-device AI and WeatherKit for weather data.
Is wrdb available on Android?
Not currently. wrdb is an iOS-only app that relies on Apple technologies like CoreML for on-device AI processing and WeatherKit for weather integration. An Android version is not planned for the initial launch.
How does wrdb use weather for outfit suggestions?
wrdb integrates Apple WeatherKit to get real-time weather for your location. Temperature bands classify fabric weight and layering. Weather severity (rain, snow, extreme heat) triggers specific clothing logic. Every outfit suggestion reflects actual conditions outside.
Does wrdb have a social feed?
Yes. wrdb has two feeds: a Friends feed showing mutual follows (gated by posting your OOTD within 24 hours) and a For You feed with public profiles. You can like, follow, and use Copy Look to find matching items in your own wardrobe.
When does wrdb launch publicly?
wrdb is currently in private beta via TestFlight. The public launch on the App Store is planned for April 1, 2026. You can join the beta now at testflight.apple.com/join/ZrMhcRRj or sign up for early access at wrdb.site.
Who built wrdb?
wrdb was built by a small team in Barcelona, Spain. Marc de Batlle (Founder & ML Engineer) handles all AI and outfit generation. Alex Matos (Co-founder & Software Architect) built the iOS app and Supabase backend. Pep Bustamante (Co-founder & Marketing Director) leads brand, design, and marketing.
How is wrdb different from Cladwell, Acloset, or Whering?
wrdb is completely free (no subscription), runs outfit generation on-device for privacy, integrates real-time weather data, includes a BeReal-style social feed, and auto-categorizes garments from a single photo with no manual tagging. Most competing apps require subscriptions and rely on cloud processing.
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