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Combine common axes
These books are ranked using the plot structure labels extracted for Zodiac.
Plot structure labels used: quest narrative, travel between worlds, rising stakes, political struggle, mystery reveal, slow build, action-heavy, high-stakes journey, cliffhanger ending, series setup, episodic warnings
Focused on “open ending” 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 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: 0.0768
A survivor faces the truth behind Earth’s alien makeover as a post-apocalyptic journey reaches its final reveal.
Why this is here
Plot structure labels: series continuation · quest narrative · travel narrative · answer-driven reveal · slow build · action-heavy ending · open ending · gradual explanation · withheld backstory
Semantic match: ranked by plot structure
Distance: 0.0970
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: 0.0753
A prophecy-driven epic fantasy where a young woman and a warrior uncover a hidden history amid war, winter, and rival bloodlines.
Why this is here
Plot structure labels: quest narrative · layered reveals · prophecy-driven · multiple plotlines · slow build · twists and revelations · series continuation · open ending
Semantic match: ranked by plot structure
Distance: 0.1083
A teen midwife in a harsh walled future risks everything to rescue her arrested parents and uncover her society’s secrets.
Why this is here
Plot structure labels: quest narrative · mystery unfolding · code breaking · secrets revealed gradually · escape and infiltration · open ending · cliffhanger · series setup · action-driven · slow build
Semantic match: ranked by plot structure
Distance: 0.1103
On a fear-shaping alien world, a priest joins an uneasy party to reclaim a sorceress’s stolen mind and power.
Why this is here
Plot structure labels: quest narrative · slow burn · travel narrative · uneasy alliance · prologue heavy · exposition heavy · reveals by degrees · series setup · open ending
Semantic match: ranked by plot structure
Distance: 0.1114
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: 0.1116
In a climate-ravaged future, Jenny searches for bee DNA aboard a roaming community to imagine a livable tomorrow.
Why this is here
Plot structure labels: quest narrative · roadtrip · episodic world tour · fragmented narrative · slow reveal · open ending · unresolved ending · multiple societies
Semantic match: ranked by plot structure
Distance: 0.1148
A hunted relic-keeper and his apprentice race through a crumbling world to find a powerful artifact before their enemies do.
Why this is here
Plot structure labels: quest narrative · episodic plot · serial format · slow start · action-heavy · journey plot · mystery reveal · drip-fed lore · open ending · late payoff
Semantic match: ranked by plot structure
Distance: 0.1173
Will must survive a dangerous alliance and lead his friends into a hostile alternate world to stop Earth’s destruction.
Why this is here
Plot structure labels: finale · series wrap-up · quest narrative · slow opening · action-heavy · fast paced · non-stop action · journey into other world · multiple reveals · abrupt ending · open ending · cliffhanger feel · rushed climax · loose ends · POV shifts
Semantic match: ranked by plot structure
Distance: 0.1187
A post-apocalyptic quest brings Rudi Mackenzie to Nantucket, where a waiting sword and new powers reshape his world.
Why this is here
Plot structure labels: quest narrative · episodic travel · road journey · battle-driven · serial continuation · cliffhanger ending · open ending · time jumps
Semantic match: ranked by plot structure
Distance: 0.1194
A London teen thief discovers hidden time-travel powers and a secret order, forcing him to rethink his life and future.
Why this is here
Plot structure labels: quest narrative · episodic travels · cliffhanger ending · slow start · fast paced · multiple timelines · timeline corrections · training arc · expanding world · intertwined threads
Semantic match: ranked by plot structure
Distance: 0.0923
