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These books are ranked using the setting labels extracted for Beast.
Setting labels used: post-apocalyptic Earth, dystopian Earth, alien homeworld, space travel, ruined civilization, scarce women, hostile society, apocalyptic future
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A Rabbit survivor is pulled into a fallen god’s revenge against rival would-be saviors in a poisoned Earth.
Why this is here
Setting labels: post-apocalyptic Earth · distant future · poisoned world · ruined cities · tribal society · space utopia · dying Earth
Semantic match: ranked by setting
Distance: 0.0739
Nineteen YA short stories imagine what survives after collapse, from plague and war to monsters, walls, and strange new orders.
Why this is here
Setting labels: post-apocalyptic · dystopian · near future · far future · space habitat · generation ship · walled society · ruined world · collapsed civilization · catastrophic future · alternate future · isolated communities
Semantic match: ranked by setting
Distance: 0.0749
A traumatized teen teams with a mysterious alien to rescue her brother, only to uncover secrets that could change Earth.
Why this is here
Setting labels: post-apocalyptic Earth · alien settlement · segregated societies · human camp · domed city · forest travel · dystopian future · collapsed civilization
Semantic match: ranked by setting
Distance: 0.0853
A 22-story horror collection of bleak, weird futures where bodies, identities, and ecosystems unravel.
Why this is here
Setting labels: post-Anthropocene · dystopian future · climate apocalypse · ruined Earth · poisonous air · uninhabitable environment · alien world · speculative reality · ghostly reality · liminal spaces
Semantic match: ranked by setting
Distance: 0.0863
A salvager alien and a resourceful human survivor form a forbidden bond on a ruined Earth overrun by violence.
Why this is here
Setting labels: post-apocalyptic Earth · nuclear wasteland · spacefaring future · federation edge · ruined civilization · desert survival · dystopian future
Semantic match: ranked by setting
Distance: 0.0864
A snarky mercenary and an energy-wielding arcanist team up in alien-ravaged Earth to recover what they’ve lost.
Why this is here
Setting labels: post-apocalyptic Earth · nuclear wasteland · alien-occupied world · dystopian future · apocalyptic aftermath
Semantic match: ranked by setting
Distance: 0.0875
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
Setting labels: post-apocalyptic Earth · futuristic Earth · Titan · space war aftermath · sterile society · dwindling population · occupied planet · alternative reality
Semantic match: ranked by setting
Distance: 0.0877
A hybrid outsider becomes the first of a new alien-human form and must master dangerous powers before they reshape everyone.
Why this is here
Setting labels: post-apocalyptic Earth · alien-occupied Earth · resister communities · wilderness · forests · Mars · spacefaring aliens · dystopian future · biotech habitat · colonized planet
Semantic match: ranked by setting
Distance: 0.0883
A Bible-quoting gunslinger crosses a ruined future Earth, hunting Jerusalem and battling human and supernatural evil.
Why this is here
Setting labels: post-apocalyptic Earth · future Earth · future wasteland · dystopian future · flooded world · geological upheaval · reversed oceans · ruined civilization · old world remnants · alternate-history feel
Semantic match: ranked by setting
Distance: 0.0891
In a collapsing world, a mother and daughter move toward opposite answers to survival, power, and how the world ends.
Why this is here
Setting labels: post apocalypse · cataclysmic earth · geological disaster · planetary collapse · survival society · ash world · far future · dystopian future · secondary world
Semantic match: ranked by setting
Distance: 0.0893
A human crew bargains with snake-like aliens on ruined Earth, and one woman becomes the object of an obsessive mate claim.
Why this is here
Setting labels: post-apocalyptic Earth · distant future · Earth ruins · spacefaring humans · ruined world · alien-inhabited Earth · military facility ruins · wasteland setting · dystopian future
Semantic match: ranked by setting
Distance: 0.0902
A surface mission in a ruined future Earth uncovers buried truths, mounting unrest, and a dangerous leader’s secrets.
Why this is here
Setting labels: post-apocalyptic Earth · flying airship · surface wasteland · radiated wasteland · toxic planet · future Earth · destroyed world · closed society
Semantic match: ranked by setting
Distance: 0.0904
