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These books are ranked using the setting labels extracted for The Last Girl on Earth.
Setting labels used: Earth, future Earth, post-apocalyptic, alien-occupied world, colonized planet, futuristic society, militarized society, school setting, beach setting, ocean setting
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
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: 0.1023
A military heir who sees her alien assigned to her must choose between loyalty, war, and a dangerous forbidden alliance.
Why this is here
Setting labels: futuristic Earth · post-war world · post-apocalyptic · dystopian future · year 2140 · future America · school setting · militarized society · shared planet · alien presence
Semantic match: ranked by setting
Distance: 0.1173
A teen girl who can't be mind-controlled by alien rulers must trust a stranger and uncover why she's different.
Why this is here
Setting labels: Earth under alien rule · dystopian future · near future · fenced communities · controlled society · school setting · seasonal travel · post-invasion world · sanctioned cities · small-town setting
Semantic match: ranked by setting
Distance: 0.1176
A brave young Kampii leaves her failing undersea colony to find answers in a dangerous future world.
Why this is here
Setting labels: future Earth · undersea city · post-apocalyptic world · extreme habitats · land and sea · sky colonies · desert colonies · genetically altered societies
Semantic match: ranked by setting
Distance: 0.1181
In a controlled post-apocalyptic city, an illegal second-born girl escapes hiding and gets pulled into rebellion and secrets.
Why this is here
Setting labels: post-apocalyptic Earth · artificial city · controlled society · future world · inside/outside divide · futuristic dystopia · urban circles
Semantic match: ranked by setting
Distance: 0.1202
An omega mother bargains with an alien bodyguard for help finding her kidnapped daughter, only to be claimed as his mate.
Why this is here
Setting labels: post-apocalyptic Earth · conquered Earth · alien occupation · dystopian Earth · human village · citadel · trading post · futuristic setting · alien society · factional alien rule
Semantic match: ranked by setting
Distance: 0.1206
As an alien armada closes in, Earth races to survive a brutal, politically fraught war for humanity’s future.
Why this is here
Setting labels: Earth · alien world · space · future Earth · global conflict · interstellar setting · dystopian future
Semantic match: ranked by setting
Distance: 0.1206
A misfit girl learns she was engineered to live underwater and must cross a dangerous ocean to reach safety.
Why this is here
Setting labels: futuristic Earth · undersea colony · ocean world · dystopian California · flooded coast · post-climate-change · authoritarian future · underwater setting
Semantic match: ranked by setting
Distance: 0.1220
On a ruined Earth, a bonded human must survive his alien owner's risky scheme, feral threats, and buried history.
Why this is here
Setting labels: Earth future · post-apocalyptic Earth · occupied planet · wilderness retreat · wooded property · creche · alien-controlled society
Semantic match: ranked by setting
Distance: 0.1230
Separated across worlds, Cara and Aelyx fight prejudice, politics, and threats that could derail human-alien peace.
Why this is here
Setting labels: Earth · alien planet · spacefaring future · school setting · human colony · interplanetary society · off-world exchange · alien homeland · global contamination
Semantic match: ranked by setting
Distance: 0.1239
A teen mecha team faces apocalyptic threats while buried secrets, trauma, and shifting bonds push everyone to breaking point.
Why this is here
Setting labels: post-apocalyptic · school setting · military setting · urban destruction · secret base · near-future · dystopian world
Semantic match: ranked by setting
Distance: 0.1245
On a future Earth split by fever-worshippers and tech survivors, a soldier is swept into a prophecy, war, and fated love.
Why this is here
Setting labels: futuristic Earth · dystopian Earth · post-dystopian · space station colony · off-planet colony · future history · war-torn world
Semantic match: ranked by setting
Distance: 0.1278
