Platform Overview
Five Layers of Style Intelligence
StyleLift fuses AI vision, vector embeddings, and community data to understand your style, fit, and budget better than any platform on earth.
Layer 1
Style DNA Engine
Every garment, every outfit, every closet distilled into a 512-dimensional style vector that captures who you are.
- 60+ style metrics: primary aesthetic, sub-aesthetics, cultural lineage, era influence, mood, dominant colors, silhouette, proportions, layering complexity, materials, texture, and formality
- 512-dimensional embedding vector stored alongside every item and every user profile
- Cosine similarity product matching: the shopping feed ranks every product by how closely it aligns with your DNA
- Named aesthetics like Cyber Goth, Dark Academia, Coastal Grandmother, Quiet Luxury, Gorpcore, and dozens more
60+ Metrics
From color palette to cultural lineage, we map every dimension of your style.
512-D Vectors
High-fidelity embeddings that capture subtle style nuances machines usually miss.
Cosine Matching
Products ranked by vector similarity so your feed feels like it was curated by your best friend.
Named Aesthetics
Cyber Goth, Dark Academia, Coastal Grandmother — we name it so you can own it.
Layer 2
Smart Closet
Import your real wardrobe in minutes, then let AI help you wear it better.
- Three import methods: email receipts via Gmail OAuth, closet photo with AI-powered item detection, and Instagram purchase history
- AI-powered cataloging: Claude Vision detects items, extracts colors, materials, and style tags automatically
- Styling suggestions: 3 to 5 outfit combos generated from your existing wardrobe for any occasion
- Wear tracking plus cost-per-wear analytics so you know the true value of every piece
- Unworn item alerts: get nudged when something has been sitting untouched for too long
Email Import
Connect Gmail and we pull receipts from your favorite stores automatically.
Photo Import
Snap a photo of your closet and AI detects every item on the rack.
Outfit Combos
AI generates 3-5 styled outfits from what you already own.
Cost-Per-Wear
Track wears and see the real value of every piece over time.
Layer 3
Fit DNA
Size charts lie. Community data and AI vision don't.
- Body profile via manual measurements or a two-photo body scan powered by Claude Vision
- Claude Vision body measurement estimation: front and side photos yield accurate proportions without hardware
- Merchant-specific size chart cross-referencing so you get the right size for each brand, not a generic guess
- "Users with your build kept M four times more than L" — community return data powers predictions
- Confidence scores per size so you can buy with certainty and stop the return cycle
Body Scan
Two photos, zero hardware. Claude Vision estimates your measurements.
Size Charts
Cross-referenced per merchant so you get the right size for every brand.
Community Data
Real return data from users with similar builds guides your size choice.
Confidence Score
See a confidence percentage for every size before you click buy.
Layer 4
Budget Intelligence
Style shouldn't break the bank. Set guardrails, track every dollar, and find smarter deals.
- Monthly budgets with category caps: set limits for shoes, tops, outerwear, and more
- Real-time spend tracking across every purchase made through or logged in StyleLift
- Cost-per-wear analytics surface which items give you the most value
- "Find for Less" regenerates any LOOK at a lower price point using vector similarity search
- Price drop watchlist with push alerts when items you are watching hit your target price
Budget Caps
Monthly limits by category keep your spending intentional.
Spend Tracking
Real-time visibility into where your fashion dollars go.
Find for Less
Regenerate any LOOK at a lower price point with one tap.
Price Alerts
Watchlist items and get notified the moment prices drop.
Layer 5
Style Circles
Fashion is social. Share closets, borrow pieces, and never show up in the same outfit.
- Create circles with friends, partners, or roommates and see each other's closets
- Shared closet visibility means you can plan outfits around what your circle owns
- Borrow request system: ask to borrow a piece and track its journey in-app
- "Help Me Pick" outfit polls where friends and AI both cast votes on your options
- Group event planner ensures nobody in your circle shows up wearing the same thing
Shared Closets
See what your circle owns and plan outfits together.
Borrow Requests
Request a piece, track it, and return it — all in-app.
Outfit Polls
Friends and AI vote on your options so you never second-guess.
Event Planner
Coordinate group events so nobody shows up twinning by accident.
Your Circles
Members
Circle Chat
Shared Closet
Outfit Polls
Shopping Lists
Borrow Requests
Group Events
New Feature
AI Stylists & Marketplace
Chat with AI stylists built by real creators, or book 1-on-1 sessions with human fashion experts.
- AI stylists trained on creator aesthetics and personalized to your Style DNA
- Stylist marketplace with ratings, reviews, pricing, and instant booking
- Session deliverables: curated LOOKs, style notes, and shoppable lists
- AI co-creation: build LOOKs together with Claude-powered style intelligence
New Feature
Style Challenges
Compete in themed styling competitions with real prize pools. Vote, win, and climb the leaderboard.
- Themed challenges: Monochrome Mondays, budget styling, seasonal capsules, and more
- Entry fees fund community prize pools — winners take home real rewards
- Live voting from the community and AI-powered style judges
- Leaderboards, badges, and creator visibility boosts for top performers
New Feature
Shopping Autopilot
AI scans your closet for gaps — missing seasonal pieces, color diversity, Style DNA imbalances — then finds exactly what you need.
- Wardrobe gap analysis across season, color, and style DNA dimensions
- AI-curated product recommendations ranked by vector similarity to your DNA
- Seasonal coverage scoring: never be caught unprepared for weather changes
- One-tap add to watchlist with automatic price drop alerts
New Feature
Daily Outfit Suggestions
Wake up to outfit recommendations tailored to your day — weather, calendar, and closet all considered.
- Weather-aware suggestions based on real-time forecast data
- Calendar context: dress for meetings, dates, workouts, and weekends
- Built from your closet first, with shop suggestions to fill gaps
- Siri Shortcuts integration: ask 'What should I wear?' hands-free
Conscious Fashion
Sustainability Tracking
See the environmental impact of your wardrobe and make informed choices.
- Carbon footprint estimates for every item in your closet
- Green alternative suggestions powered by Style DNA matching
- Brand sustainability scores and ethical shopping filters
- Track your impact over time and set reduction goals
Everywhere You Shop
Cross-Platform Intelligence
StyleLift follows you wherever you browse, shop, or scroll.
Dashboard
Your daily style hub — outfit suggestions, Style DNA, trending LOOKs, and budget at a glance.
LOOKs Feed
Curated outfits from creators and AI. Save, shop, and remix LOOKs with your closet.
Easy Import
Snap photos, forward receipts, or connect Instagram. Your wardrobe digitized in minutes.
Experience style intelligence.
Join the waitlist and be first to access all five layers plus AI stylists, challenges, and more.