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These books are ranked using the setting labels extracted for Ravaged Captive.
Setting labels used: dystopian world, city, water scarcity, Warrens, megaskyscrapers, underground setting, cruel society, power-imbalanced world, paranormal world
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
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: 0.1026
A brainwashed teen enforcer must choose between loyalty to the system and the remnants of her former self.
Why this is here
Setting labels: dystopian city · post-apocalyptic world · controlled society · ruins · the wild · underground resistance · future society · new city
Semantic match: ranked by setting
Distance: 0.1034
A revenge-driven villain infiltrates a superhero order, only to question loyalty, justice, and her growing feelings.
Why this is here
Setting labels: futuristic world · dystopian city · post-anarchy society · superpowered society · urban setting · underground hideout
Semantic match: ranked by setting
Distance: 0.1118
A hidden Omega is claimed by a controlling Alpha in a dystopian world, forcing bond, secrecy, and family stakes.
Why this is here
Setting labels: dystopian world · slums · elite compound · poisonous air · class hierarchy · corrupt government · unstable society · crime-controlled city · fictional planet
Semantic match: ranked by setting
Distance: 0.1123
In a collapsing domed society, a volatile alpha and omega must face war, desire, and a brutal ending to their bond.
Why this is here
Setting labels: dystopian world · domed society · underground setting · futuristic setting · small closed world · wartime setting · clausrophobic setting
Semantic match: ranked by setting
Distance: 0.1133
A magic-stealing teen hunts her missing brother in an underground city where shadows, rebels, and secrets collide.
Why this is here
Setting labels: dystopian world · post-apocalyptic world · underground city · walled city · magical city · ruined cities · wilderness · shadow creatures · day-night transformation · steampunk-inflected setting
Semantic match: ranked by setting
Distance: 0.1148
A young girl returns to a dark underground world, uncovering buried truths, rising threats, and more questions than answers.
Why this is here
Setting labels: dark world · underground · other side · mountain setting · dystopian setting · fictional world · post-collapse world
Semantic match: ranked by setting
Distance: 0.1167
A visually intense sci-fi horror manga follows a cryptic apocalypse of monsters, factions, and bioengineered combatants.
Why this is here
Setting labels: dystopian city · post-apocalyptic world · mega-city · alien world · ancient ruins · futuristic ruins · industrial landscape
Semantic match: ranked by setting
Distance: 0.1197
![Cover of ガチアクタ 5 [Gachiakuta 5] by Kei Urana](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1675786985i/96005180.jpg)
A revenge-driven cleaner crew uncovers a dangerous new ally, a bizarre power, and a trauma-soaked mystery.
Why this is here
Setting labels: dystopian world · harsh world · toxic wasteland · desert zone · restricted zone · fantasy world
Semantic match: ranked by setting
Distance: 0.1217
An Omega hiding as a Beta in a brutal dystopia is drawn into the orbit of a powerful Alpha who wants to expose and claim her.
Why this is here
Setting labels: dystopian future · slums · sky city · class hierarchy · polluted world · post-apocalyptic world · futuristic city · oppressive society · scientific worldbuilding · factional power structure · air-scarce society
Semantic match: ranked by setting
Distance: 0.1234
A deadly girl in a collapsing dystopia is pulled into a weaponized power struggle, forbidden romance, and rebellion.
Why this is here
Setting labels: dystopian world · post-apocalyptic · collapsed environment · government regime · prison cell · asylum · confinement · futuristic · superpowered world
Semantic match: ranked by setting
Distance: 0.1249
A wrongfully sentenced prisoner in an underground dystopia must survive a brutal prison and a dangerous guard.
Why this is here
Setting labels: underground city · dystopian future · post-apocalyptic world · subterranean prison · domed elite city · radiation wasteland · controlled society · totalitarian state · post-collapse future · claustrophobic setting
Semantic match: ranked by setting
Distance: 0.1252
