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Combine common axes
These books are ranked using the plot structure labels extracted for Dies the Fire.
Plot structure labels used: multiple groups, intersecting threads, survival trajectory, collapsing society, gradual convergence, first-in-series setup, open-ended series setup
This does not mean the books share the same plot, setting, quality, or difficulty. It means their plot structure embeddings are close.
Seven strangers try to survive a fast-moving zombie outbreak and the end of London while forging an unlikely family.
Why this is here
Plot structure labels: dual POV · alternating perspectives · chapter-by-chapter switches · character-driven · slow-burn · gradual collapse · survival journey · setup for series · open ending · midstory group convergence
Semantic match: ranked by plot structure
Distance: 0.1454
A paleontologist joins a secret time-travel project to study living dinosaurs, only to face paradoxes, sabotage, and survival.
Why this is here
Plot structure labels: time loops · multiple timelines · nonlinear chronology · frame mystery · strand-and-rescue · survival arc · interwoven futures · gradual reveal · convoluted causality · multiple selves · chapter jumps · episodic snapshots
Semantic match: ranked by plot structure
Distance: 0.1847
A far-future human expedition races through time and space to uncover why the Sun is dying and save existence.
Why this is here
Plot structure labels: dual timeline · parallel missions · frame convergence · deep time · escalating stakes · revelation-driven · series culmination · expository structure
Semantic match: ranked by plot structure
Distance: 0.1870
A literary time-travel novel follows linked lives across centuries as a strange anomaly binds pandemics, memory, and reality.
Why this is here
Plot structure labels: shifting timelines · nested timelines · interwoven stories · multi-part structure · gradual convergence · midpoint reveal · slow build · late payoff · circular structure
Semantic match: ranked by plot structure
Distance: 0.1884
A housebound, 600-pound man is trapped indoors when the apocalypse hits, forcing survival, change, and dark choices.
Why this is here
Plot structure labels: alternating timelines · before and after · flashbacks · nonlinear structure · slow burn · small-scale survival · limited setting
Semantic match: ranked by plot structure
Distance: 0.1901
When a perfect clock threatens to stop time, Susan, Death, and a secret order race to prevent the end of everything.
Why this is here
Plot structure labels: multiple plot threads · interwoven threads · slow start · gradual convergence · late payoff · philosophical digressions · ensemble build · plot-driven · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.1906
A teen chases his missing parents through time portals that warp history, faith, and his family’s future.
Why this is here
Plot structure labels: series opener · slow build · episodic jumps · time-hop structure · paradox-driven · cliffhanger ending · open ending · nonlinear progression · multiple timelines
Semantic match: ranked by plot structure
Distance: 0.1907
Kids in post-apocalyptic London race for a cure while dangerous infected adults and strange new children close in.
Why this is here
Plot structure labels: interwoven timelines · multiple perspectives · parallel storylines · cliffhanger ending · ensemble structure · eventual convergence · overlapping events
Semantic match: ranked by plot structure
Distance: 0.1952
Two survivors trapped in a collapsing New York City fight zombies, scarcity, and growing feelings in a dual-POV apocalypse.
Why this is here
Plot structure labels: dual POV · alternating POV · parallel journeys · slow burn build · outbreak beginning · series opener · character-driven · gradual meeting · open-ended ending
Semantic match: ranked by plot structure
Distance: 0.1964
A multi-POV space-opera of corporate power, alien threat, and betrayals as rival factions converge on a lawless shipyard.
Why this is here
Plot structure labels: multi-POV · plot convergence · schemes within schemes · plots within plots · slow burn · middle-book setup · last-act surge · revelation-driven
Semantic match: ranked by plot structure
Distance: 0.1965
A girl trapped in a deadly midnight time loop must stop a palace attack and survive court secrets long enough to escape.
Why this is here
Plot structure labels: loop repetition · incremental revelations · investigation-driven · race against time · reset structure · progressive clues · repeated deaths
Semantic match: ranked by plot structure
Distance: 0.1968
Kid survivors in post-apocalyptic London race through rival factions and a growing disease mystery while searching for family.
Why this is here
Plot structure labels: multiple storylines · interwoven plots · crossovers · parallel threads · group convergence · series continuation · mid-series pivot · setup for next book · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.1975
A retired spy-novelist, a curious girl, and a future scientist become entangled across linked worlds and timelines.
Why this is here
Plot structure labels: multiple strands · interwoven timelines · gradual convergence · delayed connections · nonlinear reveal · recursive structure · mosaic structure · puzzle plot · cascading reveals · story within story · multiple POVs · parallel plotlines · nested worldbuilding
Semantic match: ranked by plot structure
Distance: 0.1985
A retired Navy SEAL and his war dog fight to protect a camp community as a fast-spreading virus turns people into monsters.
Why this is here
Plot structure labels: multi-POV · parallel perspectives · collapsing outbreak timeline · rapid spread · escalating crisis · series lead-in · opening setup
Semantic match: ranked by plot structure
Distance: 0.2018
On a fully transformed Mars, old settlers, new generations, and Earth-linked factions shape a fragile future for the planet and humanity.
Why this is here
Plot structure labels: series continuation · multiple revolutions · constitutional politics · episodic structure · travelogue · parallel Earth/Mars threads · slow-burn progression · extended debates · open-ended resolution
Semantic match: ranked by plot structure
Distance: 0.2037
A free-energy invention unleashes divine excess on the world, sparking miracles, fanaticism, and escalating global chaos.
Why this is here
Plot structure labels: escalating consequences · episodic structure · feuilleton · mosaic structure · parallel episodes · catastrophe cascade · cause-and-effect chain · open-ended escalation
Semantic match: ranked by plot structure
Distance: 0.2054
An orphan hypnotist and her pug are pulled into a tangled time-travel adventure in India with multiple versions of herself.
Why this is here
Plot structure labels: nonlinear timeline · multiple timelines · multiple selves · back-and-forth time shifts · series continuity · quest structure
Semantic match: ranked by plot structure
Distance: 0.2063
A summer heatwave, a broken AC remote, and a time machine pull a Kyoto student crew into paradox-fueled hijinks.
Why this is here
Plot structure labels: looping plot · ensemble plotting · repeated day · causal paradox · time-reset hijinks · slow setup · rapid-fire escalation · revelation-driven · tight resolution · callback structure
Semantic match: ranked by plot structure
Distance: 0.2063
Four strangers get one hour in their past, but a time-travel glitch strands them together and exposes a shared tragedy.
Why this is here
Plot structure labels: multiple POV · alternating POV · interwoven timelines · gradual reveal · mystery unraveling · short chapters · stranded in the past · late convergence
Semantic match: ranked by plot structure
Distance: 0.2064
After a solar storm wrecks technology and society, a young woman fights violent survivors and an evolving threat to stay alive.
Why this is here
Plot structure labels: multiple POVs · interlinked groups · episodic structure · cliffhanger ending · open ending · series setup · non-self-contained · parallel storylines · scene-hopping · withheld resolution
Semantic match: ranked by plot structure
Distance: 0.2067
After an injury, a young man wakes up in different years of his life and must piece together how to change his future.
Why this is here
Plot structure labels: nonlinear timeline · time jumps · multiple timelines · randomized chronology · fragmented chronology · out-of-order reveals · cause-and-effect reveals · slow build · hopeful ending
Semantic match: ranked by plot structure
Distance: 0.2073
In near-future South Africa, a drug-fueled power shift sparks gods, robots, and misfits into a chaotic fight for survival.
Why this is here
Plot structure labels: multiple POV · interwoven threads · mosaic novel · parallel threads · slow build · climactic convergence · late-stage escalation · curveballs
Semantic match: ranked by plot structure
Distance: 0.2091
After an EMP cripples New York on New Year’s Eve, four strangers must band together to survive and escape the city.
Why this is here
Plot structure labels: ensemble introduction · crosscutting viewpoints · rapid escalation · first days after disaster · journey narrative · survival sequence · series setup · non-cliffhanger ending · multi-thread structure
Semantic match: ranked by plot structure
Distance: 0.2094
An unnamed Kyoto college student relives four possible campus lives, chasing the one he thinks he missed.
Why this is here
Plot structure labels: parallel timelines · recursive structure · repetition · looping narrative · four-part structure · alternate routes · resetting scenarios · callback structure · gradual revelation · same outcome
Semantic match: ranked by plot structure
Distance: 0.2096
