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These books are ranked using the relationships labels extracted for Never Fade.
Relationships labels used: lost romance, star-crossed romance, platonic friendship, found family, sibling bond, team loyalty, romantic tension, bickering pair, betrayal risk, group conflict
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
Banished outside her walled home, Ivy must survive the wilderness, face old lies, and choose where her loyalties truly lie.
Why this is here
Relationships labels: star-crossed romance · reunion romance · marital relationship · family conflict · sibling conflict · found family · friendship · loyalty · trust issues · second chances
Semantic match: ranked by relationships
Distance: 0.0857
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: 0.0911
In a brutal dystopian future, two secret telepaths and unlikely allies are drawn into a war against their oppressive society.
Why this is here
Relationships labels: forbidden romance · friendship · found family · female friendship · romantic bond · family conflict · sibling relationship · power imbalance · community bonds · rivalry · betrayal · loyalty · bonded pair
Semantic match: ranked by relationships
Distance: 0.0929
Separated by captivity and prison, Rachel and Logan must outlast ruthless enemies to save their world.
Why this is here
Relationships labels: star-crossed romance · separated lovers · devoted couple · mutual sacrifice · uneasy alliance · enemies to allies · family conflict · sibling rivalry · brother sister duo · found community · friendship bonds
Semantic match: ranked by relationships
Distance: 0.0941
A brutal quest to topple a queen, cure a plague, and restore a rightful ruler unfolds in a dark retelling mashup.
Why this is here
Relationships labels: romantic couples · platonic friendship · teamwork · sibling bond · parent-child bond · lost family · coalition · power struggle · unresolved romance · reunited family
Semantic match: ranked by relationships
Distance: 0.0941
In a deadly survival race, Tella must cross ocean and mountain stages to win a cure for her brother.
Why this is here
Relationships labels: sibling bond · romantic tension · found family · team alliance · friendship under pressure · protective partner · trust issues · rivalry · loyal companions
Semantic match: ranked by relationships
Distance: 0.0945
A traumatized teen and her allies race to expose a government cover-up while balancing power, trust, and love.
Why this is here
Relationships labels: romantic tension · on-off romance · miscommunication · found family · friend group · siblings · protective love · rivalry · banter · love-hate · friendship bond · family bond
Semantic match: ranked by relationships
Distance: 0.0965
A fated young couple races across warring planets to stop a tyrant and decide whether destiny can be changed.
Why this is here
Relationships labels: star-crossed lovers · forbidden romance · siblings · family conflict · friendship · romantic tension · political alliance · betrayal · rival factions · found family
Semantic match: ranked by relationships
Distance: 0.0966
A time traveler must recover a stolen focus object and untangle a dangerous mission that could reshape the future.
Why this is here
Relationships labels: friendship · romantic tension · slow burn romance · family tension · sibling relationship · mentor relationship · work partnership · found family · loyalty · betrayal
Semantic match: ranked by relationships
Distance: 0.0970
Stranded teens launch a reckless sabotage mission behind enemy lines, risking everything to hit back and survive.
Why this is here
Relationships labels: group loyalty · friendship under pressure · romantic tension · betrayal · team conflict · protective bond · sibling-like friendship · broken trust · group dependence · reluctant romance
Semantic match: ranked by relationships
Distance: 0.0974
After a devastating upheaval, Tris must navigate faction war, betrayal, and shifting loyalties while uncovering hidden truths.
Why this is here
Relationships labels: romantic tension · trust issues · power struggle · betrayal · family conflict · sibling betrayal · protective romance · team loyalty · friendship bonds
Semantic match: ranked by relationships
Distance: 0.0980
In a shattered multiverse, Janelle races against five days to stop kidnappings, clear Ben’s name, and save everyone she loves.
Why this is here
Relationships labels: star-crossed romance · love and distrust · partners in investigation · romantic tension · chemistry · bickering partners · friendship growth · found family · brother sister bond · love-hate relationship · no love triangle · teamwork · sacrifice · executive hostage stakes · old friends
Semantic match: ranked by relationships
Distance: 0.0988
