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These books are ranked using the setting labels extracted for Only Human.
Setting labels used: Earth, alien planet, alternate future, global scale, post-invasion world, alien civilization, work camps, political turmoil
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A teenager in a peaceful alien-managed Earth starts questioning the system that keeps everyone obedient.
Why this is here
Setting labels: Earth · spacefaring future · post-war society · utopian facade · authoritarian future · alien-controlled world · orbiting alien ships · labor camps
Semantic match: ranked by setting
Distance: 0.1026
Human colonists on an alien world confront sentient plants, survival pressures, and shifting generations.
Why this is here
Setting labels: alien planet · space colony · future Earth · post-Earth disaster · ecological collapse · war-torn Earth · lush alien ecosystem · high-gravity world · older-than-Earth biosphere · spacefaring future
Semantic match: ranked by setting
Distance: 0.1040
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: 0.1047
In a thought-broadcasting colony world, a teen boy and a stranded girl are pulled into war, secrets, and uneasy alliances.
Why this is here
Setting labels: alien planet · new colony · dystopian future · frontier settlement · war zone · post-Earth migration · speculative world
Semantic match: ranked by setting
Distance: 0.1077
A Terran exploration crew lands on Astra and collides with hidden colonies, telepathic allies, and a deadly returning power.
Why this is here
Setting labels: alien planet · extrasolar planet · space colony · post-apocalyptic Earth · future history · frontier world · ruined civilization · undersea culture · telepathic society · three-species world
Semantic match: ranked by setting
Distance: 0.1108
A teen resistance fighter races to stop alien rulers from erasing Earth, then faces what freedom costs after victory.
Why this is here
Setting labels: Earth · post-apocalyptic Earth · alien-occupied world · dystopian future · international travel · Europe · Germany · Panama · China · remote resistance camp · alternate future
Semantic match: ranked by setting
Distance: 0.1113
A young soldier on occupied Earth faces alien withdrawal, invading rivals, and impossible loyalty choices in a high-stakes sequel.
Why this is here
Setting labels: future Earth · alien colony · interstellar politics · colonized society · post-apocalyptic Earth · galactic conflict · military sci-fi
Semantic match: ranked by setting
Distance: 0.1145
An exiled scientist is sent to a brutal alien labor camp, where strange life and buried ruins challenge everything he knows.
Why this is here
Setting labels: far future · alien planet · exoplanet · labor camp · penal colony · dystopian Earth · totalitarian society · extrasolar colony · hostile ecology · ancient ruins
Semantic match: ranked by setting
Distance: 0.1150
A memory-wiped teen leader and her group land on an alien world, only to face survival, betrayal, and war.
Why this is here
Setting labels: alien planet · spacecraft · ruined city · jungle · tunnels · post-apocalyptic world · isolated colony · far-future
Semantic match: ranked by setting
Distance: 0.1150
A remorseful former colonial administrator returns to an alien jungle world to seek redemption and confront its mysteries.
Why this is here
Setting labels: alien planet · jungle planet · future Earth · former colony · decolonized world · mystical wilderness · industrial remnants
Semantic match: ranked by setting
Distance: 0.1158
An Earth woman on an ash planet is kidnapped by a rebel warlord whose forced bond could save his tribe or ruin them both.
Why this is here
Setting labels: alien planet · ash planet · desert planet · tribal society · future Earth · interplanetary politics · post-invasion world
Semantic match: ranked by setting
Distance: 0.1161
After a brutal battle, Jake wakes ten years in the future to a Yeerk-ruled Earth and must survive the fallout.
Why this is here
Setting labels: Earth under alien occupation · futuristic dystopia · post-apocalyptic world · New York City · war-torn future · alternate reality
Semantic match: ranked by setting
Distance: 0.1164
