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These books are ranked using the setting labels extracted for Pure.
Setting labels used: post-apocalyptic future, nuclear holocaust aftermath, domed enclave, wasteland, ash-covered world, controlled society, ruined Earth, climate-controlled dome
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
An amnesiac paraplegic is sent across a ruined wasteland on a mysterious mission that may reveal what he truly is.
Why this is here
Setting labels: post-apocalyptic world · radiated wasteland · underground community · ruined city · toxic environment · nuclear aftermath · futuristic dystopia
Semantic match: ranked by setting
Distance: 0.0822
Separated in a harsh future wasteland, Lemon Fresh and her friends fight cults, corporations, and each other’s secrets.
Why this is here
Setting labels: post-apocalyptic world · dystopian wasteland · irradiated landscape · ruined cities · corporate-controlled future · religious enclave · robotic world · glassy desert · post-collapse society · USA (implied)
Semantic match: ranked by setting
Distance: 0.0877
Two Hulk futures collide: one pits him against a tyrannical older self, the other leaves him alone on a dead Earth.
Why this is here
Setting labels: post-apocalyptic future · post-nuclear wasteland · alternate future · deserted Earth · dystopian city · bleak future · radiation-scarred world · nuclear holocaust
Semantic match: ranked by setting
Distance: 0.0888
In a dust-ravaged domed city, a teen girl with dangerous hidden powers must protect her brother and outrun a system built to destroy them.
Why this is here
Setting labels: post-apocalyptic Earth · domed city · corporate-run society · ruined wasteland · dust-covered world · futuristic society
Semantic match: ranked by setting
Distance: 0.0890
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: 0.0900
A sentient mushroom infiltrates a ruined human base to recover his stolen spore while hiding from a deadly judge.
Why this is here
Setting labels: post-apocalyptic Earth · dystopian future · human bases · wasteland · mutated ecosystem · militarized society · cosmic radiation aftermath · ecological collapse · fortified enclaves
Semantic match: ranked by setting
Distance: 0.0927
A sheltered teen leaves his bunker after disaster and must survive a monster-haunted wasteland and a spreading virus.
Why this is here
Setting labels: post-apocalyptic world · underground bunker · wasteland · ruined earth · desolate landscape · surface survival · near-future · earth after impact
Semantic match: ranked by setting
Distance: 0.0932
In a post-nuclear underground society, an emotion-filled girl becomes a test subject and uncovers truths about God, love, and her world.
Why this is here
Setting labels: post-apocalyptic future · underground society · post-nuclear war · controlled pods · scientific living space · toxic surface · futuristic world · closed society · survivalist colony
Semantic match: ranked by setting
Distance: 0.0949
After a toxic air catastrophe kills nearly everyone, one immune survivor uncovers hidden factions and a buried truth.
Why this is here
Setting labels: post-apocalyptic Earth · surface wasteland · underground city · civilian bunker · toxic atmosphere · future setting · collapsed society · government-controlled regime
Semantic match: ranked by setting
Distance: 0.0981
A themed anthology of post-apocalyptic stories exploring many versions of life after collapse, from bleak to hopeful.
Why this is here
Setting labels: post-apocalyptic world · near future · far future · ruins · wasteland · collapsed civilization · deserted civilization · quarantined colony · tunnels · outposts
Semantic match: ranked by setting
Distance: 0.1005
In a shattered world split between Dome and outcasts, rival survivors race toward a dangerous final choice.
Why this is here
Setting labels: post-apocalyptic world · dome · outside the dome · ash-choked landscape · after detonations · devastated world · protective enclosure · survivor communities
Semantic match: ranked by setting
Distance: 0.1016
A bounty hunter in a radioactive future tracks rogue androids while questioning what separates humans from machines.
Why this is here
Setting labels: post-apocalyptic Earth · San Francisco · Mars colony · nuclear fallout · radioactive dust · off-world colonies · dystopian future · future Earth · blighted urban wasteland · post-war
Semantic match: ranked by setting
Distance: 0.1025
