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These books are ranked using the setting labels extracted for All the Stars in the Sky.
Setting labels used: post-apocalyptic world, zombie apocalypse, Canada, Alaska, New York City, safe zones, road trip setting, off-grid survival, wasteland
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A starving vampire wakes in a zombie apocalypse and must protect human survivors to keep his own blood supply alive.
Why this is here
Setting labels: post-apocalyptic America · New York City · wasteland · zombie apocalypse · infected world · route 66 · road trip setting · urban ruin · survivor enclaves · monster-infested landscape · lab destination
Semantic match: ranked by setting
Distance: 0.1146
A zombie-apocalypse novella follows a once-unlikable survivor’s dangerous attempt to get back to his found family.
Why this is here
Setting labels: zombie apocalypse · post-apocalyptic world · safe zone · survival landscape · road journey · Kingdom Come Farm
Semantic match: ranked by setting
Distance: 0.1161
Years later, Tom and Hester’s bored daughter Wren is drawn into theft, kidnapping, and a dangerous family rescue.
Why this is here
Setting labels: post-apocalyptic world · static city · moving cities · dead continent · wasteland · Frozen wastes · former America · Brighton · Anchorage · submarine setting · floating city · traction cities
Semantic match: ranked by setting
Distance: 0.1271
A sarcastic survivor races to save infected loved ones as smarter zombies and new threats push the apocalypse deeper.
Why this is here
Setting labels: post-apocalyptic world · zombie apocalypse · Maine · road trip setting · military compound · compound
Semantic match: ranked by setting
Distance: 0.1289
A teen girl must protect her sister and survive a strange zombie outbreak while searching for answers and safety.
Why this is here
Setting labels: post-apocalyptic world · small-town survival · road journey · cabins · mountains · United States · collapse aftermath · viral outbreak · modern apocalypse · contemporary setting
Semantic match: ranked by setting
Distance: 0.1295
In a brutal post-apocalyptic winter, Alex and her scattered allies fight evolving monsters, betrayal, and each other.
Why this is here
Setting labels: post-apocalyptic world · winter survival · wilderness · small-town enclave · dystopian America · apocalyptic America · isolated community · post-EMP world
Semantic match: ranked by setting
Distance: 0.1306
In a virus-ravaged, powerless world, a prepared survivor and a guarded ex-Marine team up to reach safety—and each other.
Why this is here
Setting labels: post-apocalyptic world · virus outbreak · solar storm · electrical collapse · road trip setting · safe house · prepper bunker · ruined landscape
Semantic match: ranked by setting
Distance: 0.1310
A post-plague survivor group heads north, but a seeming safe haven and rising mistrust threaten their fragile journey.
Why this is here
Setting labels: Post-apocalyptic world · Plague aftermath · Snowy wilderness · Woods · Alaska · Dam shelter · Underground refuge · Edenic oasis · Abandoned infrastructure · Near-future dystopia
Semantic match: ranked by setting
Distance: 0.1320
A survivor group keeps moving through a collapsing world, chasing shelter while danger and human strain grow.
Why this is here
Setting labels: post-apocalyptic world · zombie apocalypse · road journey · rural setting · farm setting · residential enclave · cold weather · winter setting · apocalyptic ruin
Semantic match: ranked by setting
Distance: 0.1328
Scooby and the gang keep surviving a monster-filled apocalypse while unraveling the plague’s source and their own secrets.
Why this is here
Setting labels: post-apocalyptic world · monster-plague earth · wasteland · mall setting · hospital setting · road travel · Seattle · survival world · dystopian reality
Semantic match: ranked by setting
Distance: 0.1336
A prequel novella tracing three survivors’ first steps through a collapsing world as the dead begin to rise.
Why this is here
Setting labels: post-apocalyptic · ruined city · Seattle · wasteland · American road trip · world collapse · empty streets · survival landscape
Semantic match: ranked by setting
Distance: 0.1341
A safe haven in a zombie apocalypse starts to fail, forcing Cassie and her survivors to face loss, love, and danger.
Why this is here
Setting labels: zombie apocalypse · post-apocalyptic America · farm community · safe zone · winter-to-spring transition · rural refuge · new world
Semantic match: ranked by setting
Distance: 0.1345
