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Combine common axes
These books are ranked using the plot structure labels extracted for Cog.
Plot structure labels used: accident-triggered setup, mission-driven, road trip, escape plot, cross-country journey, quick pace, high-stakes chase, revelation-driven, action interludes, learning-through-mistakes
Focused on “quest narrative” 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.
Two orphaned siblings with mysterious powers flee pursuers while searching for the truth about where they came from.
Why this is here
Plot structure labels: chase sequence · gradual memory recovery · quest narrative · mystery reveal · road-trip structure · escaping pursuit · cliffhanger ending · fast-paced
Semantic match: ranked by plot structure
Distance: 0.1794
A teen biochemist escapes a controlled future to protect her pregnant friend and uncover her origins.
Why this is here
Plot structure labels: escape and pursuit · road journey · quest narrative · cliffhanger ending · series setup · rising danger · constant peril · fast-paced progression · episodic obstacles
Semantic match: ranked by plot structure
Distance: 0.1872
A mysterious map draws Serenity to a derelict generation ship, where River senses a powerful hidden threat.
Why this is here
Plot structure labels: quest narrative · map chase · relic exploration · multiple pursuit · revelation-driven · action escalation · escape sequence · ensemble split-up · fast-paced · episode-like
Semantic match: ranked by plot structure
Distance: 0.1947
After Earth is ruined by alien war, a survivor joins an alien defector and a fierce raider to escape the dying planet.
Why this is here
Plot structure labels: cross-country trek · team-up plot · road-trip structure · quest narrative · survival escalation · action-driven · twist reveal · end-of-book setup · sequel hook · almost cliffhanger · open ending · fast paced · journey narrative
Semantic match: ranked by plot structure
Distance: 0.1957
After an asteroid strike, a flawed father must run across a devastated UK to reach his separated family before time runs out.
Why this is here
Plot structure labels: opening catastrophe · survival journey · quest narrative · road trip · cross-country traversal · episodic set pieces · character arc · twists
Semantic match: ranked by plot structure
Distance: 0.2031
An archaeologist is pulled into a chaotic time-travel chase to undo history-warping thefts before the future unravels.
Why this is here
Plot structure labels: fast-paced · road trip structure · episodic travel · back-and-forth timeline · quest narrative · race to fix history · catastrophe escalation · series setup · standalone arc · cliffhanger feel
Semantic match: ranked by plot structure
Distance: 0.2060
A bullied girl, her gifted brother, and a friend cross space-time to rescue a missing father from cosmic evil.
Why this is here
Plot structure labels: quest narrative · rapid escalation · episodic travel · world-hopping · reveal-driven · climactic confrontation · frame of rescue mission · journey structure · setup to spectacle · simple throughline
Semantic match: ranked by plot structure
Distance: 0.2066
A heartbroken teen intern and her ex uncover a dangerous secret behind a pill that erases heartbreak overnight.
Why this is here
Plot structure labels: dual plot · mystery subplot · road trip · cross-country chase · forced proximity · investigation · revelation-driven · slow-burn reunion · high-stakes escape · alternating romance and suspense · quest narrative
Semantic match: ranked by plot structure
Distance: 0.2076
Kidnapped in stormy London, a boy joins time-traveling agents to find his missing parents and stop history from being rewritten.
Why this is here
Plot structure labels: rapid opening · quest narrative · mission-driven · countdown · series arc · twists and reveals · nonlinear travel · episodic journeys · multi-stage pursuit
Semantic match: ranked by plot structure
Distance: 0.2078
An amnesiac teen with a clue written on her hand must flee a controlled future and uncover who she is.
Why this is here
Plot structure labels: opening hook · immediate action · fast paced · quest narrative · escape-and-chase · repeated pursuit · gradual revelation · memory recovery · cliffhanger · series setup
Semantic match: ranked by plot structure
Distance: 0.2080
A stranded Earth scout must survive a strange alien world, recover his ship, and navigate hostile cultures to get home.
Why this is here
Plot structure labels: high-action opening · inciting crash landing · quest-driven travel · episodic encounters · fast pace · narrow escapes · repeated confrontations · recovery and escape arc · series continuation
Semantic match: ranked by plot structure
Distance: 0.1787
Han Solo’s simple Rebel extraction mission turns into a galaxy-wide chase over a dangerous Imperial secret.
Why this is here
Plot structure labels: mission plot · quest structure · escalating complications · cross-country chase · side adventure · self-contained episode · between-films gap · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.1793
