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Combine common axes
These books are ranked using the setting labels extracted for The Last Beekeeper.
Setting labels used: post-climate-crisis future, farm community, rural valley, tech-controlled town, near-future dystopia, post-apocalyptic, mostly Latinx community, school system
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
In a bee-less future, a beekeeper’s daughter returns home for answers and finds a fragile new family, a secret, and hope.
Why this is here
Setting labels: near future · post-apocalyptic · dystopian future · rural farm · countryside · farmhouse · agricultural collapse · food scarcity · state care system · juvenile care system · prison state · environmental collapse
Semantic match: ranked by setting
Distance: 0.1176
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: 0.1262
A queer teen enters a prestigious school that hides a conversion regime, then must outwit its control years later.
Why this is here
Setting labels: dystopian future · post-climate disaster · post-apocalyptic · futuristic · authoritarian society · school setting · finishing school · coastal town · city · isolated facility
Semantic match: ranked by setting
Distance: 0.1264
An isolated married couple’s quiet routine is shattered when a stranger arrives with a strange government offer and a hidden replacement plan.
Why this is here
Setting labels: near future · isolated farm · rural isolation · farmland · space station · post-climate change · dystopian future
Semantic match: ranked by setting
Distance: 0.1303
In a ruined near-future world, two community leaders on a fortified farm must confront hidden feelings as survival grows personal.
Why this is here
Setting labels: post-apocalyptic future · near future · rural Kentucky · self-sufficient farm · safe haven · collapsed civilization · off-grid community · same world continuity
Semantic match: ranked by setting
Distance: 0.1317
A suicidal teen in a ruined future is offered an apprenticeship that could help save humanity—or force her to kill to survive.
Why this is here
Setting labels: post-apocalyptic future · future Earth · mountain communities · small villages · isolated settlements · poisoned lowlands · rural survival · high technology pockets · climate-ravaged world · pandemic aftermath
Semantic match: ranked by setting
Distance: 0.1342
Separated by a controlling Society, Cassia and Ky cross a harsh frontier searching for each other and a rebellion.
Why this is here
Setting labels: dystopian future · controlled society · outer provinces · wild frontier · canyons · farmlands · post-collapse world
Semantic match: ranked by setting
Distance: 0.1406
Five years after a plague collapse, a former Texas Ranger is pulled into a dangerous rescue across a lawless wasteland.
Why this is here
Setting labels: post-collapse future · Texas · New Mexico · Southwest · rural frontier · lawless frontier · pandemic aftermath · small towns · borderlands · dystopian future
Semantic match: ranked by setting
Distance: 0.1411
Teen survivors face new enemies, shifting truths, and a last chance to decide whether to unite or fall apart.
Why this is here
Setting labels: dystopian future · Earth after catastrophe · isolated community · post-apocalyptic world
Semantic match: ranked by setting
Distance: 0.1435
In a post-apocalyptic male community, fungi from women’s graves transform grief, gender, and survival into something uncanny.
Why this is here
Setting labels: post-apocalyptic future · isolated rural community · woods · graveyard · fireside oral culture · small settlement · dystopian future
Semantic match: ranked by setting
Distance: 0.1441
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: 0.1453
A flood-ravaged teen is reassigned inside a rigid survival society and uncovers dangerous secrets about how it really works.
Why this is here
Setting labels: flooded future · post-apocalyptic world · walled enclave · strict society · resource-scarce settlement · climate disaster · isolated community · sector-based society · dystopian future
Semantic match: ranked by setting
Distance: 0.1460
