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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.
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
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
Persecuted magic-wielding siblings face a new enemy, lost powers, and a city turning against them.
Why this is here
Relationships labels: sibling bond · family teamwork · romantic triangle · love interest · betrayal · trust issues · boundaries · friendship · teamwork · sacrifice for family · parent-child conflict · community hostility
Semantic match: ranked by relationships
Distance: 0.0771
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
Teen runaways make a dangerous deal in New York and get thrown into a time-bending conflict a century away.
Why this is here
Relationships labels: found family · friendship · romantic tension · relationship changes · team dynamics · uneasy alliance · rival factions · parent-child conflict · mentorless team · betrayal · love triangle · insta-love
Semantic match: ranked by relationships
Distance: 0.0811
