Framelo — AI-Assisted Eyewear Recommendation & Preview Platform
An eyewear recommendation and visual preview platform that helps users discover frame styles based on a submitted face photo. Framelo demonstrates image-based intake, AI-assisted style recommendations, visual previews, product linking, and guided shopping flows.
Challenge
Online eyewear shoppers struggle to picture how a frame will look on their face and to narrow a large catalog to a short, relevant shortlist. Generic catalog search does not help, and overclaimed medical or optical fit would mislead customers.
Solution
We built a visual recommendation and preview workflow: customers submit a face photo, the system suggests frame styles based on image features and product metadata, and previews and product links are surfaced through a guided shopping flow. The experience is positioned as style recommendation and preview, not medical or optical fit.
Business value
- Shorter time from browse to a relevant frame shortlist
- Higher engagement through visual previews and personalization
- Honest framing as style recommendation, not certified optical fit
Technologies
- Image analysis
- AI recommendations
- Visual previews
- Product matching
- E-commerce UX
- Personalization
Relevant roles
- AI Integration Engineer
- Full-Stack Engineer
- Computer Vision Engineer
Next step
Discuss a similar project
We can adapt this pattern to your systems and provide the engineers to build it. Reach us at info@inovativi.com.