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These books are ranked using the relationships labels extracted for Esperance.
Relationships labels used: friendship, unlikely alliance, parent-child tension, estrangement, family conflict, rivalry, trust and suspicion, community obligation, power imbalance, foil relationship
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
Dragons return to Earth as one boy races to stop a dark force that could cost a beloved life.
Why this is here
Relationships labels: family conflict · romantic tension · parent-child relationship · allyship · betrayal · trust issues · partnership · household community
Semantic match: ranked by relationships
Distance: 0.0765
A new girl and a town outcast uncover the monstrous secret behind missing kids and stolen eyes in eerie Whispering Pines.
Why this is here
Relationships labels: unlikely allies · friendship · budding romance · family estrangement · siblings · parent-child loss · teamwork · peer bonding · friend betrayal · protective bond
Semantic match: ranked by relationships
Distance: 0.0823
Three teens from climate-destroyed Nubia uncover inherited powers in a divided future New York and must choose their loyalties.
Why this is here
Relationships labels: family ties · parent-child conflict · community bonds · friendship · power imbalance · generational conflict · mentorship · rivalry · betrayal
Semantic match: ranked by relationships
Distance: 0.0834
An orphan boy and a curious girl uncover the secrets of a clockwork city before hidden powers destroy it.
Why this is here
Relationships labels: friendship · unlikely allies · family secrets · parent-child · class divide · trust · betrayal · rivalry
Semantic match: ranked by relationships
Distance: 0.0856
A survivor group turns an abandoned prison into a refuge, only to face deadly threats from within and without.
Why this is here
Relationships labels: family tension · romantic pairings · marital strain · parent-child bonds · group loyalty · betrayal · authority conflict · trust breakdown · community conflict · suicide pact · outsider suspicion · power struggle
Semantic match: ranked by relationships
Distance: 0.0900
A hidden third child in a two-child society risks discovery when he meets another child living in secret next door.
Why this is here
Relationships labels: secret friendship · family tension · parent-child conflict · peer alliance · protest network · dependence on family · loyalty to family · power imbalance
Semantic match: ranked by relationships
Distance: 0.0935
A small Louisiana town is upended when a DNA machine claims to reveal each resident’s true life potential.
Why this is here
Relationships labels: marriage · friendship · community bonds · parent child · twin siblings · romantic tension · power dynamics · reconciliation · betrayal · dependency
Semantic match: ranked by relationships
Distance: 0.0962
A Luka-centered prequel novella tracks a deadly race, a risky alliance, and the betrayal behind a key rivalry.
Why this is here
Relationships labels: unlikely bond · alliance · romantic tension · betrayal · love-hate relationship · father-son conflict · sibling dynamics · rivalry · trust issues · first love
Semantic match: ranked by relationships
Distance: 0.0968
A post-pandemic group tries to survive winter isolation on a remote lake island as confinement exposes every fracture.
Why this is here
Relationships labels: family tension · marital conflict · exes · cohabitation · rivalry · alliance · strained group bonds · female friendship · parent child · community dependence
Semantic match: ranked by relationships
Distance: 0.0969
When stolen children and a framed friend threaten her town, Violet must uncover who is behind the new trouble.
Why this is here
Relationships labels: friendship · best friends · family conflict · siblings · mother-son · community trust · betrayal · adult-child tension
Semantic match: ranked by relationships
Distance: 0.0971
In a future colony where a game decides status and survival, a teen outsider challenges the system from inside Epic.
Why this is here
Relationships labels: friendship · found family · parent-child conflict · revolt against authority · teamwork · romantic hint · rivalry · community dependence · power imbalance
Semantic match: ranked by relationships
Distance: 0.0972
A teen aspiring scientist on a stranded alien colony uncovers buried truths about her world, her family, and peace on Faloiv.
Why this is here
Relationships labels: friendship · found family · parent-child tension · family secrets · romantic subplot · slow-burn romance · rivalry · community conflict · intergenerational conflict · power imbalance
Semantic match: ranked by relationships
Distance: 0.0979
