The fit layer for global eyewear commerce.
Every eyewear retailer knows this. No one solves it cross-store.
MediaPipe Face Mesh now runs 478 facial landmarks in any browser. ±1mm accuracy without specialized hardware.
Warby Parker, Lenskart, and Zenni proved the behavior at scale. Face-based sizing is no longer novel.
Online eyewear hit $35B globally, growing 8.5% annually. Category leaders exist. The cross-store layer does not.
Hold any plastic card to your face. AI calibrates and calculates exact face width in millimeters.
Measurement stored on-device. Nothing uploads. Nothing syncs. GDPR compliant by design.
Open any eyewear site. Fitlens highlights what fits and hides what does not. Forever.
Closed catalog. Only their frames, only their site.
Sell to retailers, not to consumers. No persistent profile.
Style focus. No measurement, no fit, no memory.
No fit data. Compares price, ignores the body.
Owns the white space between the other four.
Commission on every retailer partnership. Primary stream at scale.
Brands pay for priority placement in fit results.
Retailers license the measurement layer for their own sites.
Anonymous fit distribution and SKU-gap reports for manufacturers.
The more users measure, the stronger the dataset - the deeper the moat.
// network effect compounds with every install4 years building Woolet, an eyewear brand engineered for wide faces. Ran 46 crowdfunding campaigns through JAY-23 agency, raising over $1.2M. Direct domain expertise: the original problem Fitlens solves is the one I lived for a decade.
Full-stack engineer specialized in building shipping products fast. Tech lead on every Fitlens system from MVP to scale - extension, measurement pipeline, retailer integrations, SDK.
Frame width is measurable, standardized, and solves a real pain documented across every online eyewear retailer.
Next: watches (wrist), hats (head), rings (finger), shoes (foot). Every apparel category with a fit problem and an online shopping workflow is a potential Fitlens expansion.
Measure once. Fit everywhere. Applies to everything you buy online.
We are sharing Fitlens with a select group of investors before public launch.