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These books are ranked using the relationships labels extracted for So Long, Lollipops.
Relationships labels used: found family, family reunion, group loyalty, friendship, protective bond, trust building
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
Side-story-heavy volume of death games in Borderland, shifting focus to new survivors as the endgame nears.
Why this is here
Relationships labels: found family · friendship · teamwork · bonding · trust · betrayal · rivalry · protective bond · surrogate family
Semantic match: ranked by relationships
Distance: 0.0696
After a small-town tragedy, a grief-bound teen friend group films a sky anomaly—and wakes up to a reality-bending mystery.
Why this is here
Relationships labels: found family · friendship · sibling bond · group loyalty · shared grief · unspoken feelings · community ties · protective friendships
Semantic match: ranked by relationships
Distance: 0.0850
With their planet doomed and enemies closing in, Emmett’s crew must survive, ally, and fight for escape.
Why this is here
Relationships labels: found family · friendship · loyalty · rivalry · teamwork · alliances · romance · side romance · betrayal · trust · family bonds · brothers and sisters (figurative)
Semantic match: ranked by relationships
Distance: 0.0899
After an alien apocalypse, one teen survivor reaches Area 51 and discovers a hidden group of survivors with secrets of their own.
Why this is here
Relationships labels: found family · friendship · family · teamwork · trust · group conflict · queer relationships
Semantic match: ranked by relationships
Distance: 0.0902
In a propaganda-ridden dystopia, a hunted resistance faces a final battle for freedom as truth, loyalty, and survival collide.
Why this is here
Relationships labels: found family · friendship bonds · romantic relationship · alliance · betrayal · loyalty · group solidarity · dependency · frayed trust
Semantic match: ranked by relationships
Distance: 0.0903
A robot boy and his friends chase a missing ally through a portal into another world, where danger and secrets escalate.
Why this is here
Relationships labels: friendship · loyalty · teamwork · family bonds · rescue mission · protective friendship · found family · community · trust
Semantic match: ranked by relationships
Distance: 0.0916
A boy stuck in hawk form must help his friends uncover an alien supply mission while fighting to keep his humanity.
Why this is here
Relationships labels: found family · friendship loyalty · protective friendship · crush · romantic tension · team bond · outsider belonging
Semantic match: ranked by relationships
Distance: 0.0921
In a collapsing dystopian future, Alice must protect the people she loves as alliances shift and dangers mount.
Why this is here
Relationships labels: found family · romantic couple · friends to family · loyalty · betrayal · father-daughter bond · protective partners · team dynamics · friendship
Semantic match: ranked by relationships
Distance: 0.0932
Yorick and his companions reach Japan in their hunt for Ampersand, uncovering clues to the plague and hidden pasts.
Why this is here
Relationships labels: found family · companionship · mentor bond · romantic tension · family reunion · mother-daughter · loyalty · betrayal · team dynamics · friendship
Semantic match: ranked by relationships
Distance: 0.0945
An amnesiac teen wakes inside a deadly maze with other boys and must survive, uncover the truth, and escape.
Why this is here
Relationships labels: found family · friendship · romance · love interest · group loyalty · betrayal · teamwork · authority conflict · rivalry · parental loss · protective bonds
Semantic match: ranked by relationships
Distance: 0.0988
A stranded hiker and his wife fight through a New Zealand apocalypse, trying to reunite while deadly Variants hunt them.
Why this is here
Relationships labels: marriage · reunion · found family · survivor group · protection · trust under pressure · romantic bond · community bonds
Semantic match: ranked by relationships
Distance: 0.1017
A teen’s strange visions and a desert family’s deadly quest begin in separate worlds, then collide in a mystery of identity and survival.
Why this is here
Relationships labels: found family · family loyalty · rival families · cooperation · trust · dependency · parent-child tension
Semantic match: ranked by relationships
Distance: 0.1018
