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These books are ranked using the relationships labels extracted for Saving the World and Other Extreme Sports.
Relationships labels used: found family, sibling-like group bond, romantic tension, love triangle, breakup, team split, betrayal, friendship under stress, parent-child mystery, brother reveal, leader/follower tension, loyalty conflict, caretaker dynamics
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
Genetically engineered winged teens go to school, dodge enemies, and uncover more of the secret behind their origins.
Why this is here
Relationships labels: found family · sibling dynamics · love triangle · romantic jealousy · parent-child tension · betrayal · leader-followers · trust issues · team loyalty · adoptive family · rivalry · brother-sister ambiguity
Semantic match: ranked by relationships
Distance: 0.0625
A separated young mutant runaway must survive alone, then reunite with her team as old enemies and buried secrets resurface.
Why this is here
Relationships labels: found family · friend group · team dynamics · parent-child conflict · romantic tension · betrayal · loyalty · rivalry · frenemy dynamics · sibling-like bonds
Semantic match: ranked by relationships
Distance: 0.0674
A genetically engineered teen and her flock race to survive a shattered Earth and uncover who caused the apocalypse.
Why this is here
Relationships labels: found family · romantic triangle · on-off romance · sibling-like group bond · parent-child · betrayal · loyalty · love interest conflict · team fragmentation · dependency
Semantic match: ranked by relationships
Distance: 0.0685
In a brutal post-apocalyptic winter, Alex and her scattered allies fight evolving monsters, betrayal, and each other.
Why this is here
Relationships labels: found family · romantic tension · love triangle (disputed) · protective bond · sibling relationship · parental loss · group loyalty · trust and betrayal · team dynamics · mentor-protector bond
Semantic match: ranked by relationships
Distance: 0.0706
Reunited teen aliens and allies hide, train, and prepare for war while a betrayed trust shatters their fragile unity.
Why this is here
Relationships labels: found family · team bonds · friendship · romantic tension · love triangle · mentor-mentee · sibling-like bond · betrayal · parent-child reunion · power struggle
Semantic match: ranked by relationships
Distance: 0.0720
A fugitive flock of winged teens heads west, facing betrayal, destiny, and a looming secret plan.
Why this is here
Relationships labels: found family · sibling bond · romantic tension · love confession · betrayal · authority conflict · team conflict · protector dynamic · family loyalty · friendship under pressure
Semantic match: ranked by relationships
Distance: 0.0753
Split between a besieged superstore and a dangerous road trip, teen survivors race for safety in a toxic apocalypse.
Why this is here
Relationships labels: siblings · brother bond · protective care · romantic tension · unrequited love · found family · parent search · group loyalty · team dependence · peer conflict
Semantic match: ranked by relationships
Distance: 0.0778
Fugitive teens chase answers about unwinding while converging plots, shifting loyalties, and hidden history reshape everything.
Why this is here
Relationships labels: found family · romantic tension · love triangle · parent-child conflict · loyalty conflict · rivalry · betrayal · separated group · reunion tension · friendship · community bonds
Semantic match: ranked by relationships
Distance: 0.0782
Five abducted kids return eleven years later with no memories, while one sibling hunts for the missing sixth child.
Why this is here
Relationships labels: sibling bond · romantic tension · love triangle · instalove · family estrangement · parent-child strain · friendship · jealousy · stalking · support group
Semantic match: ranked by relationships
Distance: 0.0789
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
Relationships labels: sibling bond · sibling search · romantic tension · slow-burn romance · teamwork · mutual protection · found family · family loyalty · community reliance · helper dynamic
Semantic match: ranked by relationships
Distance: 0.0798
A teen pack with dangerous powers investigates a school kidnapping while their own secrets and bonds begin to unravel.
Why this is here
Relationships labels: romantic tension · friends-to-more · pack bonds · fractured friendship · team loyalty · parent-child tension · sibling bond · rivalry · forgiveness arc · betrayal · secret keeping · found family
Semantic match: ranked by relationships
Distance: 0.0801
Six teens with unusual, costly powers reunite after a fallout and get pulled into a dangerous rescue gone wrong.
Why this is here
Relationships labels: found family · fractured friendship · team dynamics · romantic subplot · sibling relationship · family conflict · group loyalty · betrayal · protective friendship
Semantic match: ranked by relationships
Distance: 0.0802
