StumbleVideo was exactly like TikTok, including focusing on mobile. The only material difference is that StumbleVideo's videos were landscape instead of portrait, and they had a "Stumble" button instead of swiping.
(Maybe it's the swiping gesture? Maybe the gesture is more comfortable in portrait?? But it's hard to see why that would make or break a video app like this…)