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Combine common axes
These books are ranked using the plot structure labels extracted for The Rithmatist.
Plot structure labels used: whodunit, mystery reveal, slow build, twist ending, series setup, open ending
Focused on “happy 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 scholarship student in a space academy is framed for murder and must use accounting smarts to clear his name.
Why this is here
Plot structure labels: academy start · slow build · twists and turns · whodunit · framed protagonist · murder mystery · investigative reveal · series setup · self-contained arc · happy ending
Semantic match: ranked by plot structure
Distance: 0.1132
A teen girl who can't be mind-controlled by alien rulers must trust a stranger and uncover why she's different.
Why this is here
Plot structure labels: slow build · mystery-driven · clue-drop structure · reveal-based · series setup · cliffhanger ending · open ending · gradual trust arc · late answers · suspense buildup
Semantic match: ranked by plot structure
Distance: 0.0902
A new girl in small-town Oklahoma discovers a secret 25th hour, where only certain teens can move—and monsters hunt them.
Why this is here
Plot structure labels: series setup · mystery reveal · slow build · multiple viewpoints · cliffhanger ending · ongoing mystery · gradual worldbuilding · action-driven
Semantic match: ranked by plot structure
Distance: 0.0930
A memory-wiped teen must survive a controlled new life while eerie flashes of her past suggest the government is lying.
Why this is here
Plot structure labels: mystery reveal · slow burn · question-driven · cliffhanger ending · open ending · series setup · gradual revelation · withheld backstory
Semantic match: ranked by plot structure
Distance: 0.0940
A photographer with panic attacks discovers hidden beings around her and is pulled into a secret, dangerous world.
Why this is here
Plot structure labels: slow build · gradual reveal · loose ends · cliffhanger ending · open ending · serial style · unexpected turns · twists and turns · multiple revelations · series setup
Semantic match: ranked by plot structure
Distance: 0.0967
A psychologist probes fatal flaws in an AI matchmaking empire when “perfect” couples begin dying by apparent suicide.
Why this is here
Plot structure labels: investigation · whodunit · slow burn · red herrings · reveal-driven · twist ending · epilogue
Semantic match: ranked by plot structure
Distance: 0.0993
A hypnotized suburban husband develops telepathy and ghostly visions, exposing hidden secrets and a deadly mystery.
Why this is here
Plot structure labels: slow build · twist ending · reveal-driven · mystery unraveling · red herrings · investigation arc
Semantic match: ranked by plot structure
Distance: 0.1000
An ex-cop PI inherits a Providence bookstore and is pulled into a bizarre, reality-bending mystery tied to Lovecraftian mythos.
Why this is here
Plot structure labels: slow burn · mystery buildup · investigation-driven · twist ending · cliffhanger ending · series setup · gradual escalation · reveal-heavy
Semantic match: ranked by plot structure
Distance: 0.1008
In a world where select people harvest dreams from a hidden realm, two cousins uncover a government secret that could upend everything.
Why this is here
Plot structure labels: slow burn · cliffhanger ending · series setup · reveal-driven · mystery buildup · part one ending · open ending
Semantic match: ranked by plot structure
Distance: 0.1014
A grieving writer meets a woman who looks exactly like his missing love, forcing him into a deadly mystery.
Why this is here
Plot structure labels: mystery setup · slow build · genre shift · twist ending · withheld explanation · investigation-driven · reveal-heavy ending · rushed conclusion · alternating suspicion
Semantic match: ranked by plot structure
Distance: 0.1019
In a near-future NASA crisis, a PR man and a billionaire chase clues to a 50-year-old Moon landing secret.
Why this is here
Plot structure labels: slow build · mystery reveal · clue-driven · withheld information · cover-up investigation · twist ending · final reveal · multiple viewpoints
Semantic match: ranked by plot structure
Distance: 0.1023
Two university students vanish through a lift into an altered 1925 England and must solve the portal to get home.
Why this is here
Plot structure labels: slow burn · cliffhanger · series setup · open ending · mystery-driven · breadcrumb clues · unresolved threads · gradual reveal · first half setup · late payoff
Semantic match: ranked by plot structure
Distance: 0.1024
