If someone sent you a link, it will include an identifier of the sender. It usually will say at the top of the screen "[Sender account] is using TikTok! Join now". Logically this informs the suggestions of the app.
The lack of scrubbing is annoying (although apparently the Android version recently added the ability). The app is also inconsistent in that sometimes it shows a progress indicator at the bottom, sometimes it doesn't.