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Combine common axes
These books are ranked using the motifs labels extracted for Snapshot.
Motifs labels used: deviations, badges, duplication, simulation, replay, clues, twists, coffee, burritos, butterfly effect, reconstruction, memory
This does not mean the books share the same plot, setting, quality, or difficulty. It means their motifs embeddings are close.
A teen time-travel agent trains with a secret CIA division while dangerous alternate timelines and a lost love close in.
Why this is here
Motifs labels: time loops · timelines · parallel worlds · journals · diagrams · cliffhanger · secret files · training · jumps · alternate versions
Semantic match: ranked by motifs
Distance: 0.1756
A glitch in a code-driven world forces time-tangled wizards to confront multiple selves, shifting memories, and fallout.
Why this is here
Motifs labels: glitches · code · memories · time loops · paradox · multiple selves · humiliation · banter · nerd references · references
Semantic match: ranked by motifs
Distance: 0.1857
A pattern-obsessed gamer is pulled into a secret reality-bending game whose next round may unravel the world.
Why this is here
Motifs labels: 4s · coincidences · clues · patterns · discrepancies · rabbit hole · secret messages · old games · pop culture references · false memories
Semantic match: ranked by motifs
Distance: 0.1859
On a ruined Earth, a suicidal landowner loses a city in a game of bluffing and gets pulled into a wider alien conspiracy.
Why this is here
Motifs labels: board game · bluffing · telepathy · precognition · psychokinesis · simulacra · talking machines · flying cars · hallucinatory drugs · memory gaps · shapeshifting
Semantic match: ranked by motifs
Distance: 0.1956
A companion puzzle book packed with riddles, codes, and brainteasers that challenges readers to solve alongside the Society.
Why this is here
Motifs labels: puzzles · riddles · brainteasers · codes · hidden messages · hints · clues · tests · red circles · illustrations · quotes
Semantic match: ranked by motifs
Distance: 0.1989
Teen survivors face new enemies, shifting truths, and a last chance to decide whether to unite or fall apart.
Why this is here
Motifs labels: twists · death and return · cliffhangers · tests · program · simulation · space · AI · epilogue
Semantic match: ranked by motifs
Distance: 0.1996
A galactic diarist bumbles through bizarre voyages that turn space adventure into satire, philosophy, and time-loop chaos.
Why this is here
Motifs labels: time loop · duplicates · robots · mutations · cloning · machines · spacecraft · maps · dictionaries · invented language · wordplay · taxonomies · absurd bureaucracies · interstellar reports
Semantic match: ranked by motifs
Distance: 0.2005
A centuries-old god-emperor in a simulated world is forced to leave his realm for a politically loaded date.
Why this is here
Motifs labels: simulation · brains in jars · virtual worlds · concepts · date · robots · weather · twist
Semantic match: ranked by motifs
Distance: 0.2010
A young scientist racing to invent time travel must outwit fate, paradox, and his own future self.
Why this is here
Motifs labels: time loop · memory · lies · truth · dejà vu · illusion · cavern · lab experiment · explosion · Dungeons & Dragons · game sessions · clock imagery · nostalgia
Semantic match: ranked by motifs
Distance: 0.2026
A player trapped in a Rabbits-less dimension teams with a new pawn to uncover a hidden game and save reality.
Why this is here
Motifs labels: deja vu · rabbit hole · coincidences · clues · patterns · missing people · alternate realities · dimensional drift · liminal space · odd numbers · Easter eggs · real-world references
Semantic match: ranked by motifs
Distance: 0.2039
An amnesiac teen wakes inside a deadly maze with other boys and must survive, uncover the truth, and escape.
Why this is here
Motifs labels: maze · memory loss · cliffhanger · twists · terminology · made-up slang · changing walls · sublanguage · trial by ordeal · dark world
Semantic match: ranked by motifs
Distance: 0.2062
A trainee anchor’s thesis on time-bending collides with a failed exam, a grudged professor, and a stranger named Peri.
Why this is here
Motifs labels: time loops · resetting time · alternate memories · drone · lab tech · suits · tests · grades · college exams
Semantic match: ranked by motifs
Distance: 0.2062
