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These books are ranked using the setting labels extracted for Sparktopia.
Setting labels used: Tau City, tower society, dystopian city, sci-fi fantasy world, alternate realities, multiverse, parallel worlds, worlds within worlds, technological society, regimented society
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A serf-turned-adept shuttles between rival worlds, battling assassins, contests, and divided loyalties to survive.
Why this is here
Setting labels: parallel worlds · futuristic society · magic world · domed city · alternate reality · competitive arena · imaginary places
Semantic match: ranked by setting
Distance: 0.1456
Persecuted magic-wielding siblings face a new enemy, lost powers, and a city turning against them.
Why this is here
Setting labels: dystopian world · city under threat · totalitarian society · post-revolution · magic system · fantasy world · underworld · alternate reality
Semantic match: ranked by setting
Distance: 0.1490
A sleepless harmonizer tumbles into a new universe each time he nods off, pursued across realities by a blood-hungry enemy.
Why this is here
Setting labels: multiverse · parallel universes · alternate realities · techno-utopia · dystopia · post-apocalyptic · space stations · fantastical worlds · alien sky · future worlds
Semantic match: ranked by setting
Distance: 0.1534
A teen chooses a rival faction in a fractured future and uncovers secrets that threaten her world, loves, and life.
Why this is here
Setting labels: dystopian future · post-apocalyptic city · Chicago · walled city · faction society · ruined city · world outside the walls · futuristic society · science-fiction world
Semantic match: ranked by setting
Distance: 0.1544
A shunned new soul seeks answers in a reincarnated society where her existence may upend everything.
Why this is here
Setting labels: utopian society · alternate world · fantasy world · reincarnated society · walled city · forest journey · temple · library
Semantic match: ranked by setting
Distance: 0.1564
A low-level detective stumbles into a cosmic chase over a powerful artifact in a bizarre dystopian future.
Why this is here
Setting labels: futuristic universe · dystopian world · degenerate city · galactic empire · retrofuture · space opera · human-dominated society · underground and upper-level city
Semantic match: ranked by setting
Distance: 0.1572
When two Marvel universes collide and die, survivors wake on Battleworld, ruled by god-like Doctor Doom.
Why this is here
Setting labels: multiverse · alternate Earths · Battleworld · post-apocalyptic world · patchwork planet · cosmic setting · dystopian world · fantasy realm · Marvel Universe
Semantic match: ranked by setting
Distance: 0.1579
A villain-in-training must juggle secret identities, new heroes, and a buried enemy as old rivalries erupt.
Why this is here
Setting labels: urban fantasy · superhero world · alternate universe · city setting · guilds and capes · meta-human society · hidden superpowered community
Semantic match: ranked by setting
Distance: 0.1588
A retired man follows a mysterious horn into a tiered otherworld and climbs toward the creator at its summit.
Why this is here
Setting labels: alternate universe · other world · stacked worlds · tiered world · artificial planet · pocket universe · mythic world · planetary romance
Semantic match: ranked by setting
Distance: 0.1590
A teen with a secret talent for weaving reality is forced into a controlled elite caste and fights to escape.
Why this is here
Setting labels: dystopian future · alternate reality · futuristic society · gender-segregated society · controlled city-state · tower setting · faux-utopian society · fabric-of-reality world
Semantic match: ranked by setting
Distance: 0.1593
A girl sold as a royal surrogate discovers a brutal court world, hidden powers, and forbidden love.
Why this is here
Setting labels: walled city · divided city · royal court · elite enclave · dystopian society · fantasy world
Semantic match: ranked by setting
Distance: 0.1595
After dying, a lonely woman wakes in a war-torn parallel city where she must pose as a missing princess to survive.
Why this is here
Setting labels: parallel Earth · alternate San Francisco · post-apocalyptic city · dystopian world · multiverse · fantasy city · warring clans · urban setting
Semantic match: ranked by setting
Distance: 0.1600
