ScanFit eliminates gym friction—walking up to an unfamiliar machine and spending 10 minutes looking up setup guides online. Built as a guest-first web utility, upload or take a photo to instantly identify equipment using Gemini Vision AI. Get targeted muscle breakdowns, seat height adjustments, and form cues with zero signups or app downloads.