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These books are ranked using the setting labels extracted for Ultramega by James Harren, Vol. 1.
Setting labels used: post-apocalyptic Earth, cosmic scale, destroyed city, wasteland, sealed city, outside the wall, dystopian future, survival society, space-faring threat
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
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: 0.0770
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: 0.0774
A fierce scavenger from the ruins is pulled into tower politics, hidden powers, and a dangerous romance.
Why this is here
Setting labels: post-apocalyptic future · dystopian society · ruined cities · surface camps · towers · hierarchical world · survivalist wasteland
Semantic match: ranked by setting
Distance: 0.0788
A sentient mushroom infiltrates a human base to recover his spore, only to face a wary judge and an unraveling apocalypse.
Why this is here
Setting labels: post-apocalyptic world · decaying universe · human base · Northern Base · walled cities · underground cities · desolate land · highly mutated world · scientific apocalypse · dystopian future
Semantic match: ranked by setting
Distance: 0.0839
In a female-scarce post-apocalypse, Audrey is forced into a five-husband marriage that tests survival, trust, and desire.
Why this is here
Setting labels: post-apocalyptic earth · dystopian future · near-future · Texas · safe township · bunker · lawless outside world · collapsed civilization · nuclear aftermath
Semantic match: ranked by setting
Distance: 0.0868
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: 0.0871
Exiled from a repressive city, a sheltered woman enters a gang-run world of danger, kink, and self-discovery.
Why this is here
Setting labels: post-apocalyptic future · solar storm aftermath · walled city · ruins outside the city · gang-controlled sectors · dystopian society · hedonistic enclave · theocratic enclave · dangerous urban wasteland · alternate reality
Semantic match: ranked by setting
Distance: 0.0875
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: 0.0881
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: 0.0901
A boy with epilepsy crosses a ruined future to save his sick sister, guided by a man who still believes in books.
Why this is here
Setting labels: post-apocalyptic future · future Earth · ruined city · gang-controlled zones · wasteland · concrete landscape · Eden · Urb · near-future dystopia · earthquake aftermath · resource scarcity · grey skies
Semantic match: ranked by setting
Distance: 0.0901
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: 0.0918
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: 0.0918
