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These books are ranked using the setting labels extracted for Ocean Light.
Setting labels used: underwater setting, deep sea base, ocean floor, alternative future Earth, shared-world series, secret installation, BlackSea clan
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A human maintenance worker and a fearsome alien warrior are forced into close quarters in an underwater city.
Why this is here
Setting labels: underwater city · underwater station · ocean planet · industrial setting · deep sea · spacefaring future · alien world · fragile alliance
Semantic match: ranked by setting
Distance: 0.1847
Jake and the Animorphs dive into a secret undersea world to stop a Yeerk weapon and survive its monstrous inhabitants.
Why this is here
Setting labels: underwater · ocean depths · hidden sea cave · secret civilization · Earth-based · Atlantis-like
Semantic match: ranked by setting
Distance: 0.1934
Aquaman is forced to choose between Atlantis and the Justice League when a false-flag attack sparks all-out war.
Why this is here
Setting labels: Atlantis · surface world · Eastern seaboard · oceanic setting · undersea kingdom · urban destruction · shared-universe setting
Semantic match: ranked by setting
Distance: 0.2027
In a flooded future, an ocean-born boy and a topside girl race to save an underwater settlement from outlaws and secrets.
Why this is here
Setting labels: underwater · post-apocalyptic future · future America · ocean frontier · subsea colony · ocean floor · crowded topside · overpopulated world · colonized ocean
Semantic match: ranked by setting
Distance: 0.2034
A Navy-led deep-sea science team investigates a mysterious shipwreck and a strange sphere that warps reality.
Why this is here
Setting labels: Pacific Ocean · South Pacific · deep sea · ocean floor · underwater habitat · undersea station · remote research site · claustrophobic setting · alien environment · future past
Semantic match: ranked by setting
Distance: 0.2042
A human botanist’s new-job lottery turns into an underwater alien marriage of convenience on a world full of danger.
Why this is here
Setting labels: Aquaria · underwater city · ocean world · alien planet · human colony · surface settlement · spacefaring future · under the sea · water planet
Semantic match: ranked by setting
Distance: 0.2080
A marine academy freshman must survive a devastating attack and uncover her hidden legacy in a high-tech ocean quest.
Why this is here
Setting labels: underwater setting · marine school · contemporary setting · deep sea · ocean adventure · hidden island · submarine setting
Semantic match: ranked by setting
Distance: 0.2092
A diver finds a hidden alien starship, and a secret crew must use its tech to uplift Earth without exposure.
Why this is here
Setting labels: Earth · underwater cave · Pacific Ocean · spacefaring future · galaxy · interplanetary travel · our world
Semantic match: ranked by setting
Distance: 0.2167
A deep-sea explorer hunts Atlantis in a branching underwater adventure where every choice can mean discovery, danger, or death.
Why this is here
Setting labels: underwater · deep sea · ocean floor · submarine setting · lost civilization · Atlantis · ancient myth · science fantasy · subsea adventure
Semantic match: ranked by setting
Distance: 0.2194
Four genetically engineered youths raised in an underwater system must choose between loyalty to their creators and freedom above.
Why this is here
Setting labels: distant planet · far future · underwater laboratory · undersea habitat · surface world · corporate colony · African diaspora setting · Afro-futurist world · dystopian future · space colony
Semantic match: ranked by setting
Distance: 0.2212
Cassie follows a shared ocean dream into a dangerous undersea rescue that could change the team forever.
Why this is here
Setting labels: ocean setting · underwater adventure · sea life · Earth · 1990s · alien ship · dome ship
Semantic match: ranked by setting
Distance: 0.2224
A brother descends to a deep-sea research station amid a memory plague and finds the cure may be worse than the disease.
Why this is here
Setting labels: Mariana Trench · deep sea · underwater station · research lab · Pacific Ocean · lightless depths · isolated facility · submersible descent · claustrophobic enclosure · apocalyptic world
Semantic match: ranked by setting
Distance: 0.2235
