Lines Change. Know Why. LineShift brings schedules, results, standings, player statistics and matchup research together across eleven sports. Coverage varies by sport and source; update times and unavailable data are labeled. Clearly marked synthetic examples remain in the private preview. Experimental predictions have not demonstrated an advantage over market lines. Accounts are disabled by default. Separate private-pilot and verified customer-testing modes are available; real subscription purchases are not active.