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Combine common axes
These books are ranked using the plot structure labels extracted for Bulan.
Plot structure labels used: quest structure, competition arc, travel narrative, rising stakes, mystery reveals, twist ending, cliffhanger ending, episodic challenges, countdown
Focused on “action-driven” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their plot structure embeddings are close.
A banished teen enters a lethal skyship competition to rescue his sister and rise against a brutal class system.
Why this is here
Plot structure labels: training arc · competition arc · quest progression · twists and reveals · action-driven · series setup · open ending
Semantic match: ranked by plot structure
Distance: 0.1119
A sorcerer and his swordsman friend race to a forbidden island to save a dying father and uncover lost magic.
Why this is here
Plot structure labels: quest narrative · travel quest · serial obstacles · rising stakes · mystery reveal · ticking clock · dual crisis · cliffhanger setup · backstory reveals
Semantic match: ranked by plot structure
Distance: 0.0938
A retired man follows a mysterious horn into a tiered otherworld and climbs toward the creator at its summit.
Why this is here
Plot structure labels: quest plot · travel narrative · episodic adventure · adventure chain · abrupt ending · expedition structure · reveal ending
Semantic match: ranked by plot structure
Distance: 0.0957
A boy with unstable powers must stop a revenge-driven villain from destroying realities before the universe collapses.
Why this is here
Plot structure labels: series installment · cliffhanger ending · rising stakes · quest structure · multiple reveals · open ending
Semantic match: ranked by plot structure
Distance: 0.0972
An anthropology professor hunts a vanished father’s clues to a hidden alien bridge while a cult races him to it.
Why this is here
Plot structure labels: series setup · quest narrative · clue trail · twist-driven · multiple reveals · set-up ending · partial conclusion · cliffhanger ending · parted structure
Semantic match: ranked by plot structure
Distance: 0.1002
A boy who wakes with strange powers must flee across a war-torn galaxy to uncover his identity and save everything.
Why this is here
Plot structure labels: mystery reveal · quest narrative · race against time · escape pursuit · twist ending · layered reveal · quest for answers · high stakes
Semantic match: ranked by plot structure
Distance: 0.1005
A teen with only weeks to live sets out with two unlikely friends to find his missing father in a bizarre knife-raining world.
Why this is here
Plot structure labels: quest narrative · journey structure · deadline tension · mystery-driven · open ending · cliffhanger · abrupt ending · withheld explanation
Semantic match: ranked by plot structure
Distance: 0.1016
A young warrior must cross into the land of the dead to learn powerful words and stop an immortal dragon tyrant.
Why this is here
Plot structure labels: series conclusion · journey narrative · quest structure · rising stakes · fast-paced finale · twists and turns · open ending · cliffhanger · loose ends · unanswered questions · backstory reveals · time jumps
Semantic match: ranked by plot structure
Distance: 0.1023
A clever orphan girl races north to rescue kidnapped children and uncover a secret that links souls, science, and power.
Why this is here
Plot structure labels: quest narrative · episodic travel · travel and reveal · gradual worldbuilding · slow build · increasing stakes · cliffhanger ending · open ending · plot exposition · journey-driven
Semantic match: ranked by plot structure
Distance: 0.1033
On a yearlong voyage to Atlantis, Gwen must navigate training, politics, and a dangerous love triangle to survive.
Why this is here
Plot structure labels: journey narrative · training arc · competition arc · cliffhanger ending · slow burn · mid-series bridge · multiple twists · episodic set pieces · time skips
Semantic match: ranked by plot structure
Distance: 0.1035
A sheltered girl leaves her underground home and crosses an alien world to find other humans and the truth of WondLa.
Why this is here
Plot structure labels: quest narrative · travelogue · episodic encounters · mystery reveal · cliffhanger ending · slow middle · big reveal · worldbuilding-first · escapes and pursuits · series setup
Semantic match: ranked by plot structure
Distance: 0.1049
A genius boy and a flying girl lead gifted kids on secret missions, uncovering a prophecy, family secrets, and a hidden world.
Why this is here
Plot structure labels: quest · multiple storylines · two-part arc · mystery unfolding · twists and turns · cliffhanger ending · open ending · rushed ending · loose ends · revelations · backstory reveals · quest sequence · episodic missions
Semantic match: ranked by plot structure
Distance: 0.1054
