
True Fit
The Fashion Genome platform for hyper-personalized sizing and conversion optimization.

The AI-driven global fashion intelligence and hyper-personalized search aggregator.

Lyst operates as a high-performance fashion meta-search engine and data intelligence platform. By 2026, its architecture has transitioned to a fully multimodal AI framework, indexing over 8 million products from 17,000+ global brands and retailers. The platform utilizes advanced Computer Vision (Lyst Lens) for visual style decomposition and a proprietary NLP engine capable of parsing complex, high-intent fashion queries. Its core value proposition lies in its massive data lake, which powers 'The Lyst Index'—a globally recognized industry standard for brand heat and product popularity. Technically, Lyst employs a sophisticated recommendation engine based on graph neural networks that map user behavior against global inventory fluctuations. For the end-user, it serves as a unified discovery layer, while for the enterprise, it acts as a critical market-demand signal. The platform integrates seamlessly across web and mobile, offering real-time price tracking, inventory alerts, and a curated 'For You' feed that adapts in millisecond latency to user interactions, making it the definitive portal for high-fidelity fashion commerce.
Lyst operates as a high-performance fashion meta-search engine and data intelligence platform.
Explore all tools that specialize in visual product search. This domain focus ensures Lyst delivers optimized results for this specific requirement.
A proprietary computer vision engine that decomposes images into over 1,000 fashion-specific attributes (texture, silhouette, pattern).
Machine learning model that analyzes brand-specific sizing charts and user feedback to predict fit accuracy.
Utilizes a graph-based recommendation system tracking millions of user interaction nodes.
A big data analytics tool processing search volume, social media engagement, and sales data from 200M+ users.
Distributed web scrapers and API integrations that monitor inventory levels across 17,000+ sources.
Algorithm that compares prices for the same SKU across multiple international currencies and retailers.
Transformer-based NLP model specifically trained on fashion nomenclature and slang.
Download the Lyst app or access lyst.com to initialize a user profile.
Define style preferences through the 'onboarding quiz' to prime the recommendation engine.
Upload screenshots or photos to 'Lyst Lens' to activate visual search capabilities.
Follow specific brands and designers to populate the real-time tracking dashboard.
Enable push notifications for 'Price Drop' and 'Back in Stock' alerts for specific SKUs.
Utilize the 'Wishlist' feature to aggregate items from multiple retailers into a single JSON-exportable list.
Access 'The Lyst Index' for data-driven insights on current market movers.
Integrate with Apple Pay or PayPal for streamlined cross-retailer checkout where available.
Set up location-based filters to optimize for local shipping and duty calculations.
Use the 'Search' bar with natural language queries like 'organic cotton sustainable midi dress'.
All Set
Ready to go
Verified feedback from other users.
"Users praise the comprehensive inventory and price alert features, though some find the redirect to external sites for checkout slightly fragmented."
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The Fashion Genome platform for hyper-personalized sizing and conversion optimization.

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