The blue dot on a story often implies that it's something you haven't interacted with yet. Maybe it's a fresh post or a story that has new information added since you last checked.
The blue dot on a story might signify that it's new or has some special significance assigned by the platform or author. Sometimes, it could mark a story that has updates or is recommended for you.