WearFinds provides a visual‑search platform that lets consumers upload a photo of any clothing item and receive a ranked list of matching or similar products with pricing and purchase links. The service uses deep‑learning CNN models to compare the image against a continuously refreshed catalog of millions of SKUs from partner retailers, and offers APIs and SDKs for seamless catalog integration. Retailers gain increased product discoverability and analytics on shopper queries.
Funding
Funding not disclosed
Founders
Product
Problem
Consumers often see clothing items in photos, on social media, or in person but struggle to locate the exact product online because keyword searches cannot capture visual nuances, leading to time‑consuming manual browsing across multiple retailer sites.
Solution
WearFinds offers a visual‑search platform that lets users upload an image of any apparel piece and instantly returns a curated list of matching or similar products available for purchase. The service leverages deep‑learning image‑recognition models to extract visual features and compare them against a continuously updated catalog of retailer inventories. Results include product details, pricing, and direct purchase links, enabling shoppers to move from discovery to checkout in a single workflow. Retail partners can expose their catalog through WearFinds’ integration layer, expanding product visibility without additional marketing effort.
Target Audience
The primary users are fashion‑focused consumers and personal stylists seeking quick product discovery, while e‑commerce retailers and marketplace operators use the platform to increase product discoverability and drive sales.
Features
- Mobile‑optimized image upload with drag‑and‑drop or camera capture
- Convolutional neural network (CNN) pipeline for high‑precision feature extraction and similarity scoring
- Index of millions of SKUs aggregated from partner retailers, refreshed hourly to reflect stock and price changes
- Ranked results with filters for brand, price range, size, and color
- RESTful API and SDKs for seamless retailer catalog integration and real‑time product matching
- Secure, GDPR‑compliant handling of user images and query data
- Analytics dashboard for retailers showing query volume, conversion rates, and trend insights