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Combine common axes
These books are ranked using the setting labels extracted for It Came From the Sky.
Setting labels used: small town, Pennsylvania, family farm, high school, contemporary setting, real-world setting
Focused on “rural Iowa” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A college student expecting an egg-donation payout instead gets chosen to bond with an alien visitor on Earth.
Why this is here
Setting labels: contemporary Earth · small town · Pennsylvania · festival setting · lab setting · rural town · human civilization
Semantic match: ranked by setting
Distance: 0.1830
A grieving teen reopens her father’s alien hunt and finds the truth is far stranger—and darker—than anyone believed.
Why this is here
Setting labels: small-town Iowa · rural Iowa · high school setting · woods · contemporary setting · school environment · present day
Semantic match: ranked by setting
Distance: 0.2131
A teen girl discovers she’s a manufactured android and flees those who built her, while fighting for her humanity.
Why this is here
Setting labels: small town · Minnesota · high school · rural town · alternate present · United States · government facility · lab setting · farm town · school setting
Semantic match: ranked by setting
Distance: 0.1993
A widow’s return to her childhood town turns sinister when insect attacks and disappearances point to a hidden horror.
Why this is here
Setting labels: small town · California · rural countryside · farm setting · community setting
Semantic match: ranked by setting
Distance: 0.2007
A retiring dog catcher and his new trainee face a vicious creature attack on a rural Colorado farm.
Why this is here
Setting labels: small town · rural Colorado · farm · woods · family farm · remote location · modern day · isolated setting
Semantic match: ranked by setting
Distance: 0.2021
A teenage girl’s diary tracks her family’s struggle to survive after a moon-shifting disaster upends Earth.
Why this is here
Setting labels: Pennsylvania · small town · post-apocalyptic Earth · domestic confinement · single-household survival
Semantic match: ranked by setting
Distance: 0.2022
A lonely gay teen falls for a mystery boy with fire powers, then gets pulled into secrets, danger, and first love.
Why this is here
Setting labels: suburban Philadelphia · high school · Dairy Queen · contemporary setting · real world with speculative elements
Semantic match: ranked by setting
Distance: 0.2038
A mysterious nude stranger enters a repressed small town and awakens shocking transformations through sex, love, and faith.
Why this is here
Setting labels: small town · New England · Catskills · rural America · contemporary setting · mystical realism
Semantic match: ranked by setting
Distance: 0.2068
Lucas Sinclair’s own voice fills the gap between seasons, tracing high school, racism, friendship strain, and change.
Why this is here
Setting labels: 1980s · small town · Midwest · high school · fictional town · rural town · white majority town · school setting
Semantic match: ranked by setting
Distance: 0.2088
With a month left before an asteroid ends the world, a misfit teen hunts the truth behind her friend’s death.
Why this is here
Setting labels: small town · coastal town · high school · pre-apocalyptic future · present-day contemporary reality
Semantic match: ranked by setting
Distance: 0.2150
Five abducted kids return eleven years later with no memories, while one sibling hunts for the missing sixth child.
Why this is here
Setting labels: contemporary · small town · school setting · kindergarten · eleven-year gap · teen years later · homecoming setting
Semantic match: ranked by setting
Distance: 0.2150
A traumatized teen investigates a viral party drug that makes her town eerily perfect—and dangerously not themselves.
Why this is here
Setting labels: small town · high school · company town · Virginia · contemporary setting · biotech town · suburban/teen social setting · claustrophobic setting
Semantic match: ranked by setting
Distance: 0.2152
