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These books are ranked using the setting labels extracted for Wizard's Holiday.
Setting labels used: alternate universe, other planet, alien world, beach planet, idyllic planet, Earth, suburban home, mall, interstellar travel, solar system, spacefaring fantasy
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A human girl is mistaken for an alien princess and forced into a dangerous courtly deception that could spark war.
Why this is here
Setting labels: Earth · alien planet · intergalactic · spacefaring society · two alien kingdoms · alien court · alternate Earth with aliens
Semantic match: ranked by setting
Distance: 0.1198
A girl trapped by a power she can’t control and her brother in space race toward a final showdown.
Why this is here
Setting labels: imaginary world · alternate world · space station · outer space · multiple planets · alien planet · void · fantasy world · sci-fi crossover
Semantic match: ranked by setting
Distance: 0.1241
A wounded alien commander adopts a difficult human helper, only to uncover secrets that could upend their world.
Why this is here
Setting labels: alien planet · home setting · household service · futuristic society · off-world · alternate reality
Semantic match: ranked by setting
Distance: 0.1250
A space miner finds a power ring and is pulled into a fallen interstellar corps’ fight to restore order.
Why this is here
Setting labels: outer space · asteroid belt · different planets · alien worlds · Earth · near future · dystopian Earth · interstellar society · military dictatorship · galactic order · space colonies · alternate continuity
Semantic match: ranked by setting
Distance: 0.1258
A woman fleeing forced childbirth is matched with an alien ruler whose bonding customs may cost her identity.
Why this is here
Setting labels: future Earth · dystopian Earth · alien planet · space travel · shared universe · royal court · futuristic setting · interplanetary setting
Semantic match: ranked by setting
Distance: 0.1310
A stranded Earth woman and a newly crowned dragon king collide in space, sparking danger, duty, and desire.
Why this is here
Setting labels: outer space · another planet · alien ship · Earth · woods · planetary kingdom · fantasy space setting · interplanetary · alien world
Semantic match: ranked by setting
Distance: 0.1339
Telepathic space cats and their humans race to save valued animals from a galaxy-wide quarantine and destruction.
Why this is here
Setting labels: space · starships · space stations · interstellar travel · galactic government · far future · alternate universe · colonized planets · inhabited worlds
Semantic match: ranked by setting
Distance: 0.1381
A human abductee must juggle alien mates, fake engagement, and royal fallout to keep her lovers and the galaxy alive.
Why this is here
Setting labels: outer space · alien planets · water planet · spaceships · intergalactic monarchy · sci-fi world · fantasy sci-fi · off-world
Semantic match: ranked by setting
Distance: 0.1384
A stranded six-person crew explores an alien planet whose baffling society and dead landscapes force a devastating first-contact reckoning.
Why this is here
Setting labels: alien planet · another sun · Earth-like atmosphere · inscrutable world · sci-fi planet · offworld · post-crash
Semantic match: ranked by setting
Distance: 0.1387
A mercenary squad is pulled into another universe, where the lone survivor must adapt, fight, and rebuild amid alien war.
Why this is here
Setting labels: alternate universe · alien planet · space ship · desert · military contractor life · near-future Earth · multiverse · high-tech setting · war zone
Semantic match: ranked by setting
Distance: 0.1389
A quirky Earth mechanic falls through a portal onto an alien ship and sparks a dangerous fated-mates romance.
Why this is here
Setting labels: Earth · alien spaceship · far-off galaxy · another world · alternate dimension · small town · warehouse home · space opera
Semantic match: ranked by setting
Distance: 0.1408
As Earth leaders push too far, Bethany Anne and her crew answer with brutal retaliation and an exit from the planet.
Why this is here
Setting labels: Earth · outer space · another solar system · gateway travel · spacefaring future · alien worlds · militarized setting · interstellar empire · unknown world
Semantic match: ranked by setting
Distance: 0.1419
