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These books are ranked using the plot structure labels extracted for The Last Days of Lorien.
Plot structure labels used: backstory reveal, pre-invasion timeline, inevitable tragedy, late-stage action, slow build, origin story, fill in blanks, partial revelations
This does not mean the books share the same plot, setting, quality, or difficulty. It means their plot structure embeddings are close.
A stranded starship crew and a lone engineer must build a new society on a hostile world before enemies destroy them.
Why this is here
Plot structure labels: origin story · backstory reveal · chronology shift · slow build · day-to-day detail · action late · survival escalation · multiple clashes · founding narrative · open-ended setup
Semantic match: ranked by plot structure
Distance: 0.0848
A prequel to Stranger Things follows Terry Ives into a secret 1969 lab experiment behind Eleven’s origins.
Why this is here
Plot structure labels: prequel · origin story · mystery reveal · slow build · linear chronology · investigation · withheld backstory · inevitable ending
Semantic match: ranked by plot structure
Distance: 0.1038
A Loric hacker pilots a second escape ship from doomed Lorien, uncovering the hidden fate of Earth-bound survivors.
Why this is here
Plot structure labels: flashback · backstory reveal · post-invasion aftermath · origin reveal · cliffhanger · setup novella · missing backstory
Semantic match: ranked by plot structure
Distance: 0.1219
A college student researching a mythic heroine becomes the next avatar of imagination in a futuristic New York.
Why this is here
Plot structure labels: origin story · series launch · slow build · backstory heavy · exposition heavy · initiatory journey · reincarnation chain · quest for mastery · cliffhanger setup
Semantic match: ranked by plot structure
Distance: 0.1244
Two cousins in an alternate LA gain water powers and try to balance fame dreams, monster fights, and family baggage.
Why this is here
Plot structure labels: origin story · episodic · expanded storyline · flashbacks · slow reveal · late climax · unresolved threads · setup-heavy
Semantic match: ranked by plot structure
Distance: 0.1264
A prequel tracing Thomas and the others inside WICKED, where a maze is built and loyalties begin to shift.
Why this is here
Plot structure labels: prequel chronology · origin reveal · backstory fill-in · slow build · revelation-driven · foreshadowing · tension increase · epilogue twist · prologue setup · memory recovery reveal
Semantic match: ranked by plot structure
Distance: 0.1290
A silent king wakes powerless in a brutal space prison and must escape with unlikely allies, including a former enemy.
Why this is here
Plot structure labels: mystery setup · slow reveal · escape narrative · repetitive setbacks · repeated death and revival · flashbacks · origin backstory · ensemble introduction · build to final escape
Semantic match: ranked by plot structure
Distance: 0.1322
In a flooded alternate New York, a teen girl and a golem detective race to uncover a supernatural kidnapping.
Why this is here
Plot structure labels: origin story · quest narrative · chase-driven · exposition heavy · slow build · open ending · cliffhanger ending · serial setup · multiple revelations
Semantic match: ranked by plot structure
Distance: 0.1345
Two lonely strangers discover their orgasms stop time, then use the impossible power for sex, love, and a bank heist.
Why this is here
Plot structure labels: origin story · dual backstory · nonlinear narrative · flashbacks · intercut timelines · exposition heavy · slow build · cliffhanger ending · series launch · reveal-based
Semantic match: ranked by plot structure
Distance: 0.1371
A grieving mother pursues signs that her dead son may be alive, uncovering a secretive conspiracy with deadly stakes.
Why this is here
Plot structure labels: mystery reveal · chase narrative · quest narrative · slow-burn build · late reveal · withheld information · action-heavy ending
Semantic match: ranked by plot structure
Distance: 0.1379
A former supervillain in witness protection fights boredom, hidden enemies, and his own dark past.
Why this is here
Plot structure labels: origin backstory · slow reveal · twist-driven · multiple reveals · flashbacks · framing retrospect · compressed arc
Semantic match: ranked by plot structure
Distance: 0.1413
A short prequel comic follows teenage Ellie’s first steps beyond the walls as she befriends Riley and meets the Fireflies.
Why this is here
Plot structure labels: prequel · origin story · backstory reveal · set-up · short form · minimal exposition
Semantic match: ranked by plot structure
Distance: 0.1416
A synthetic family’s fragile suburban normalcy collapses as love, destiny, and secrets pull Vision toward tragedy.
Why this is here
Plot structure labels: slow build · flashback structure · foreshadowed tragedy · inevitable fallout · finale · revelatory backstory · unraveling family unit · descent into darkness
Semantic match: ranked by plot structure
Distance: 0.1428
A short prequel follows Six’s brutal survival, training, and loss before she ever meets John.
Why this is here
Plot structure labels: prequel · backstory reveal · episodic travel · capture and escape · origin recap · compressed timeline · fast-paced · missing detail · companion piece
Semantic match: ranked by plot structure
Distance: 0.1430
Six teens discover their parents are secret supervillains and run away together to survive, resist, and uncover the truth.
Why this is here
Plot structure labels: origin story · setup volume · mystery reveal · team formation · slow-burn build · cliffhanger ending · multiple reveals · serial continuation
Semantic match: ranked by plot structure
Distance: 0.1436
A disgraced religious legion seeks truth beyond the galaxy and instead finds the first steps into Chaos.
Why this is here
Plot structure labels: origin story · prequel · chronological backfill · multi-phase structure · nonlinear timeline · flashbacks · slow fall · turning point reveal · cumulative tragedy
Semantic match: ranked by plot structure
Distance: 0.1438
In a vampire-dominated ruined world, a resistance races to decipher an ancient text and end the Master for good.
Why this is here
Plot structure labels: time jump · final installment · expansive backstory · origin reveal · last-act surge · action-driven · epilogue · multiple reveals · twists and turns
Semantic match: ranked by plot structure
Distance: 0.1456
In a fascist future Britain, a masked rebel draws a young woman into a dangerous campaign against the regime.
Why this is here
Plot structure labels: origin setup · serial installment · slow reveal · mystery build · backstory reveal · parallel viewpoints · setup-first structure · open-ended ending
Semantic match: ranked by plot structure
Distance: 0.1460
A young Silver noblewoman’s secret diary reveals how she won a prince’s love and became trapped in royal danger.
Why this is here
Plot structure labels: backstory · prequel · chronological reveal · diary entries · slow build · rushed ending · twist ending · withheld explanation
Semantic match: ranked by plot structure
Distance: 0.1467
A memory-lost teen in a last human colony must survive a robot plague while choosing between two very different boys.
Why this is here
Plot structure labels: action opening · mystery reveal · slow build · twist reveal · triangular tension · withheld backstory · full-circle ending · self-contained volume · open-ended sequel hook · late choice reveal · backstory through flashbacks
Semantic match: ranked by plot structure
Distance: 0.1467
A pressured teen escapes into a VR game and is chosen by a mischievous god for bizarre quests that reshape her path.
Why this is here
Plot structure labels: prequel · backstory-driven · character arc · quest chain · self-contained story · slow build · climactic final reveal
Semantic match: ranked by plot structure
Distance: 0.1470
When Earth loses electricity and gains a magical system, one Coast Guard man must survive a bunker dungeon and help save humanity.
Why this is here
Plot structure labels: origin story · power progression · survival arc · tutorial phase · clause of mystery · slow reveal · open ending · series setup · cliffhanger ending · interlude side stories · multi-stage escalation
Semantic match: ranked by plot structure
Distance: 0.1475
A hidden teen with mind powers is forced into the open when new classmates uncover her Atlantean heritage.
Why this is here
Plot structure labels: slow start · action buildup · training sequence · revelation-driven · mystery reveal · final showdown · rushed climax · open ending · sequel setup · backstory heavy · dialogue-led exposition · withheld worldbuilding
Semantic match: ranked by plot structure
Distance: 0.1482
A stranded colony ship must choose survival on an alien world, setting the foundations for Darkover’s future.
Why this is here
Plot structure labels: origin story · prequel setup · extended prologue · thin plot · episodic survival · exploration-driven · backstory-heavy · low payoff · open-ended setup · multiple POV shifts · slow build · little character arc
Semantic match: ranked by plot structure
Distance: 0.1485
