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Combine common axes
These books are ranked using the plot structure labels extracted for Castle Roogna.
Plot structure labels used: backstory reveal, quest-driven, time slip, coming-of-age arc, interwoven past and present, mystery resolution, episodic adventure, setup for later books
Focused on “series setup” 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 brave young Kampii leaves her failing undersea colony to find answers in a dangerous future world.
Why this is here
Plot structure labels: quest narrative · coming-of-age · journey structure · team-up adventure · episodic travel · new-ally progression · mystery reveal · series setup
Semantic match: ranked by plot structure
Distance: 0.1138
A world-saving adventurer tries to quit destiny by killing her fairy godmother and claiming an ordinary life.
Why this is here
Plot structure labels: quest narrative · episodic adventure · nested conspiracies · repeated set pieces · backstory-dense · past adventures in passing · series setup
Semantic match: ranked by plot structure
Distance: 0.1245
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: 0.1252
A teen girl on a failing generation ship uncovers hidden truths and races to save her people before the air runs out.
Why this is here
Plot structure labels: mystery reveal · quest · race against time · coming-of-age arc · gradual discovery · info dumps · linear narrative · first-book setup · twist-driven
Semantic match: ranked by plot structure
Distance: 0.0959
A young engineer leaves a sheltered island to chase a cure, joining a ragtag airship crew in a toxic-fog world.
Why this is here
Plot structure labels: quest narrative · episodic adventure · fast-paced · introductory volume · series setup · open ending · epilogue wrap-up · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.1325
A teenage outcast in a walled future village discovers secrets about old tech, power, and a deadly changed world.
Why this is here
Plot structure labels: quest · coming-of-age arc · frame narrative · retrospective narration · slow build · call to action · revelation-driven · series setup · open ending · first-half setup second-half movement
Semantic match: ranked by plot structure
Distance: 0.1327
A stray dog with human memories roams England, searching for the truth behind his past life.
Why this is here
Plot structure labels: coming-of-age · quest · episodic · mystery reveal · twist ending · gradual revelation · search narrative · journey narrative · withheld backstory
Semantic match: ranked by plot structure
Distance: 0.1028
Three unlikely kids must light ancient beacons across five worlds before invasion and extinction claim them all.
Why this is here
Plot structure labels: series setup · quest narrative · multiple reveals · cliffhanger ending · big twist · slow build · info-dense · backstory drip · first volume setup · interlocking backstories
Semantic match: ranked by plot structure
Distance: 0.1339
A graffiti-tagging teen time traveler hunts her missing mother through Victorian London and a hidden world of immortal bloodlines.
Why this is here
Plot structure labels: coming-of-age quest · dual timeline · back-and-forth time shifts · mystery reveal · slow-burn romance · search for mother · multiple twists · adventure-driven · secretive worldbuilding
Semantic match: ranked by plot structure
Distance: 0.1064
A curious teen in a walled village uncovers a hidden world, a dangerous truth, and a path toward escape.
Why this is here
Plot structure labels: mystery reveal · quest narrative · coming-of-age journey · series setup · cliffhanger ending · slow build · quest for answers · midbook acceleration · unanswered questions
Semantic match: ranked by plot structure
Distance: 0.1367
A traumatized Diné monster hunter takes on a missing-child case in a flooded, myth-warped post-apocalyptic world.
Why this is here
Plot structure labels: mystery-driven · quest structure · episodic movement · slow reveal · late twists · cliffhanger ending · side quests · fragmented pacing · series setup
Semantic match: ranked by plot structure
Distance: 0.1376
A nonverbal autistic outcast in a walled theocracy discovers the “demons” beyond the forest may be people.
Why this is here
Plot structure labels: mystery reveal · quest narrative · open ending · cliffhanger ending · multiple POV · slow build · twist reveals · series setup · intercut perspectives
Semantic match: ranked by plot structure
Distance: 0.1402
