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These books are ranked using the setting labels extracted for Allegiance.
Setting labels used: post-apocalyptic Earth, metal islands, sky society, wasteland, Rio de Janeiro, radiated wastes, sea journey, surface survival
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
In a brutal post-apocalyptic sequel, divided survivors face machines, skinwalkers, and a power struggle for the islands.
Why this is here
Setting labels: post-apocalyptic Earth · Vanguard Islands · Metal Islands · Rio de Janeiro · Africa · irradiated wasteland · airships · surface survival
Semantic match: ranked by setting
Distance: 0.0640
A rescue mission across a mutated Earth collides with an airship power struggle in this nonstop post-apocalyptic sci-fi thriller.
Why this is here
Setting labels: post-apocalyptic Earth · nuclear wasteland · mutated landscape · airship society · skybound civilization · radiated surface · Florida · Miami · alternate United States · ocean journey
Semantic match: ranked by setting
Distance: 0.1038
In a dying future city, a defiant young woman challenges a tyrant uncle and a system built on control over birth and death.
Why this is here
Setting labels: post-apocalyptic Earth · dystopian future · wasteland · last city · radiated planet · futuristic Greece
Semantic match: ranked by setting
Distance: 0.1150
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: 0.1239
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: 0.1290
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: 0.1292
Wonder Woman wakes in a ruined future and must protect humanity while uncovering the truth behind Earth’s destruction.
Why this is here
Setting labels: post-apocalyptic Earth · nuclear wasteland · dystopia · ruined future · last human city · monster-haunted world · Themyscira
Semantic match: ranked by setting
Distance: 0.1332
A cosmic plague turns people into kaiju, and a few giant heroes must survive the wreckage of a world rebuilt around them.
Why this is here
Setting labels: post-apocalyptic Earth · cosmic scale · destroyed city · wasteland · sealed city · outside the wall · dystopian future · survival society · space-faring threat
Semantic match: ranked by setting
Distance: 0.1340
A marked teen blackjack dealer hires a mercenary crew to cross a frozen, ruined Earth toward a rumored paradise.
Why this is here
Setting labels: post apocalyptic Earth · frozen wasteland · ice age future · New Vegas · toxic ocean · remaining cities · dystopian future · ocean voyage
Semantic match: ranked by setting
Distance: 0.1345
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: 0.1346
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: 0.1350
A bounty hunter in a radioactive near-future Earth tracks rogue androids while the meaning of humanity unravels.
Why this is here
Setting labels: post-apocalyptic Earth · radioactive wasteland · San Francisco · off-world colonies · near future · nuclear fallout · Mars colonies · dying Earth
Semantic match: ranked by setting
Distance: 0.1363
