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Combine common axes
These books are ranked using the setting labels extracted for Life As We Knew It.
Setting labels used: Pennsylvania, small town, post-apocalyptic Earth, domestic confinement, single-household survival
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A teen diarist survives a climate-warped world as two survivor families collide and love, faith, and shortages collide.
Why this is here
Setting labels: post apocalyptic Earth · small town · Pennsylvania · frozen landscape · worldwide disaster · climate change · winter survival · scarcity setting · intermittent electricity
Semantic match: ranked by setting
Distance: 0.1245
A hard-trained teen guards her family’s water source in a dry, violent world, then must survive when her life changes.
Why this is here
Setting labels: post-apocalyptic world · near-future · rural Ohio · isolated farmhouse · wilderness · resource-scarce society · city vs countryside
Semantic match: ranked by setting
Distance: 0.1494
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: 0.1500
In an EMP-ravaged America, a rebuilt town faces a new government, an old friend, and a threat to everything it has regained.
Why this is here
Setting labels: post-apocalyptic America · small town · North Carolina · rural community · military-controlled state · near-future · collapsed infrastructure · rebuilding society
Semantic match: ranked by setting
Distance: 0.1512
A former librarian becomes a post-apocalyptic nomadic warrior and faces rivals, raiders, and absurd survival in the wasteland.
Why this is here
Setting labels: post-apocalyptic future · wasteland · small town · rural survival · collapsed society · post-collapse communities
Semantic match: ranked by setting
Distance: 0.1515
In post-nuclear America, a curious boy and his cousin leave a repressive village to seek a rumored haven of forbidden knowledge.
Why this is here
Setting labels: post-apocalyptic America · post-nuclear future · small towns · agrarian society · religious theocracy · forbidden cities · rural America
Semantic match: ranked by setting
Distance: 0.1569
A zombie plague collapses America, and a scattered cast of survivors must fight, flee, and endure as the dead rise.
Why this is here
Setting labels: United States · small town · farm · cities · apocalypse setting · world-ending crisis
Semantic match: ranked by setting
Distance: 0.1573
After a mass disappearance upends a suburban town, the survivors struggle with grief, cults, and unfinished lives.
Why this is here
Setting labels: small town · suburban setting · contemporary America · post-disaster world · post-rapture world · apocalyptic aftermath · fictional town · worldwide event
Semantic match: ranked by setting
Distance: 0.1584
After an EMP collapse, separated survivors race home and fight sabotage, militia power grabs, and a relentless pursuer.
Why this is here
Setting labels: post-apocalyptic America · rural Michigan · small town · winter setting · winter survival · collapsed society · EMP aftermath · road journey
Semantic match: ranked by setting
Distance: 0.1589
After a town-wide revelation, Ethan Burke must help Wayward Pines survive when its defenses fail and the outside threat pours in.
Why this is here
Setting labels: small town · isolated town · Idaho · fenced enclosure · post-apocalyptic future · dystopian setting · mountain town · last human settlement
Semantic match: ranked by setting
Distance: 0.1607
A post-apocalyptic teen must choose between enclave privilege and loyalty to his family in a harsh new class system.
Why this is here
Setting labels: post-apocalyptic Earth · Tennessee · Pennsylvania (origin) · grub town · enclave · shantytown · safe town · future society
Semantic match: ranked by setting
Distance: 0.1633
A sleepwalking epidemic pulls a girl, her sister, and a growing cross-country flock into a mysterious, collapsing America.
Why this is here
Setting labels: rural Pennsylvania · across America · United States · post-apocalyptic · apocalyptic · present-day America · near-future America · collapsing society · shattered world
Semantic match: ranked by setting
Distance: 0.1662
