LieSense

LieSense is a mobile + web app (traditional + AI) that helps golfers choose smarter shots from imperfect lies—rough, sidehill, downhill, plugged, or tight fairway. You snap a quick photo of the ball and surrounding turf, then answer two fast prompts (distance to target and typical carry with your club). The app estimates lie penalty, likely launch/spin impact, and suggests a conservative and aggressive club/shot option with expected dispersion. It also tracks what you actually hit and where it ended up, so recommendations improve over time for your swing and your course conditions. This isn’t a swing coach and it won’t magically fix mechanics; it’s a decision tool for the moments that cost strokes. The MVP focuses on “good enough” guidance and learning loops, not perfect physics. Monetization is a simple subscription with a free tier for limited scans.