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Combine common axes
These books are ranked using the plot structure labels extracted for The Inventor's Secret.
Plot structure labels used: clue hunt, race against clock, mystery reveal, puzzle solving, withheld information, secret message, gradual hook, twists and turns, quest structure
Focused on “race format” 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 kids in a failing underground city uncover a lost message that may reveal how to survive—and escape.
Why this is here
Plot structure labels: mystery unraveling · clue deciphering · race against time · gradual revelation · quest structure · partially legible message · open ending · cliffhanger ending · adventure build
Semantic match: ranked by plot structure
Distance: 0.0739
A boy who wakes with strange powers must flee across a war-torn galaxy to uncover his identity and save everything.
Why this is here
Plot structure labels: mystery reveal · quest narrative · race against time · escape pursuit · twist ending · layered reveal · quest for answers · high stakes
Semantic match: ranked by plot structure
Distance: 0.0958
A reluctant queer space explorer is forced into a deadly galaxy-wide contest to win the throne she never wanted.
Why this is here
Plot structure labels: quest structure · clue chain · race format · competitive ensemble · flashbacks · alternating timelines · multiple POVs · fast-paced · breathless pace · cliffhanger ending · sequel hook
Semantic match: ranked by plot structure
Distance: 0.1408
Six strangers wake in a bunker after a world-ending event and must solve a survival experiment with hidden motives.
Why this is here
Plot structure labels: mystery reveal · treasure hunt · escape room · clue chain · breadcrumb trail · twist ending · withheld information · multiple reveals · quest structure
Semantic match: ranked by plot structure
Distance: 0.1128
Alice chases a parrot through a grandfather clock into a bizarre 1998 Manchester, where wordplay and puzzles rule.
Why this is here
Plot structure labels: quest narrative · puzzle hunt · mystery plot · frame commentary · episodic · race against time · quest countdown · abrupt ending · self-referential asides · recursive loops
Semantic match: ranked by plot structure
Distance: 0.1150
A coded message sends four kids and a father on a globe-spanning chase for relics tied to Copernicus and a deadly secret.
Why this is here
Plot structure labels: clue chain · quest structure · race against time · globetrotting episodes · parallel pursuit · slow start · fast-paced finish · cliffhanger ending · series setup · multiple reveals
Semantic match: ranked by plot structure
Distance: 0.1215
A teen pack’s geocache hunt turns into a deadly code game with bombs, secrets, and a race to stop a killer.
Why this is here
Plot structure labels: clue trail · multi-stage puzzle · deadline pressure · hidden revelation · betrayal reveal · twist ending
Semantic match: ranked by plot structure
Distance: 0.1232
A star pilot joins archaeologists racing to decode alien monuments before Earth’s crisis and rival plans erase the clues.
Why this is here
Plot structure labels: mystery-driven · serial arcs · slow build · race against time · multiple expeditions · partial revelation · reveal withheld · action interludes · quest structure
Semantic match: ranked by plot structure
Distance: 0.1304
A girl follows cryptic future-telling notes into the mist with a crow-boy companion and uncovers a time-bending mystery.
Why this is here
Plot structure labels: mystery box · clue trail · quest structure · twists and turns · time loop · time travel paradox · open ending · ambiguous ending · fast-paced · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.1311
Two high school seniors unravel a buried ancient mystery and get swept into a globe-spanning race with huge stakes.
Why this is here
Plot structure labels: clue trail · race against time · cross-continental journey · quest narrative · puzzle-solving · reveal-driven · twists and turns · serial setup · sequel hook · open ending
Semantic match: ranked by plot structure
Distance: 0.1325
In an alternate New York, three kids race to solve a century-old cipher and save their home from demolition.
Why this is here
Plot structure labels: clue trail · race against time · multiple clues · series cliffhanger · open ending · chapter alternation · slow build · twist reveals
Semantic match: ranked by plot structure
Distance: 0.1326
An amnesiac man follows clues left by his former self while a conceptual shark hunts his memories and identity.
Why this is here
Plot structure labels: mystery unraveling · quest narrative · clue trail · dual identity · gradual reveal
Semantic match: ranked by plot structure
Distance: 0.1355
