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These books are ranked using the relationships labels extracted for Fire & Ash.
Relationships labels used: friendship, best friends, romance, unresolved romance, found family, mentor-student, sibling bond, loyalty, protective devotion, team dynamics, rivalry, community conflict
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A book-loving smuggler turned soldier joins a desperate rescue and rebellion against a library that controls all knowledge.
Why this is here
Relationships labels: found family · friendship · loyalty · romance · forbidden romance · family conflict · sibling relationship · mentor-student · comradeship · team dynamic · betrayal
Semantic match: ranked by relationships
Distance: 0.0619
A quirky robotics professor is pulled into a spacefaring scramble over ancient technology, hidden secrets, and a deadly contagion.
Why this is here
Relationships labels: best friends · found family · siblings · twin rivalry · romance setup · friendship under pressure · mentor-ally · rivals · uneasy alliance · trust issues · protective bonds · teamwork
Semantic match: ranked by relationships
Distance: 0.0692
On the run from a ruthless queen, a sin-eater must master strange powers and find a way back to save his home.
Why this is here
Relationships labels: romance · best friends · betrayal · redemption · family longing · community bonds · mentor relationship · rivalry · loyalty conflict · group friendship
Semantic match: ranked by relationships
Distance: 0.0719
A rebellious cadet in a corporate-run future must choose between career advancement, friends, and his ideals.
Why this is here
Relationships labels: friend group · found family · romance subplot · rivalry · friendship tested · loyalty conflict · mentor-student tension · betrayal · power imbalance · protective friendship
Semantic match: ranked by relationships
Distance: 0.0726
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: 0.0726
Junior year turns brutal for a superhero-in-training team as old secrets surface, allies shift, and graduation narrows.
Why this is here
Relationships labels: found family · friend group · team loyalty · romantic tension · stable romance · relationship building · rivalry · mentor student · family secrets · sibling bond · parent child · new alliances
Semantic match: ranked by relationships
Distance: 0.0740
![Cover of ダンダダン 7 [Dan Da Dan 7] by Yukinobu Tatsu](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1664650812i/62840725.jpg)
A possessed friend, a fragile house, and a bizarre training plan push a chaotic teen crew into new rules and new bonds.
Why this is here
Relationships labels: found family · romantic tension · friendship · cohabitation · protective bond · rivalry · caretaking · peer support · household teamwork · mentor-student
Semantic match: ranked by relationships
Distance: 0.0763
After a toxic air catastrophe kills nearly everyone, one immune survivor uncovers hidden factions and a buried truth.
Why this is here
Relationships labels: found family · friendship · mentor dynamic · romantic tension · unresolved romance · rival factions · friendship-bond · protective relationship · power imbalance
Semantic match: ranked by relationships
Distance: 0.0772
In the final Pendragon showdown, Bobby and the Travelers race across worlds to stop Saint Dane and learn Halla’s truth.
Why this is here
Relationships labels: friendship · teamwork · mentor-student · romantic tension · rivalry · found family · loyalty · betrayal
Semantic match: ranked by relationships
Distance: 0.0783
A prequel tracing Thomas and the others inside WICKED, where a maze is built and loyalties begin to shift.
Why this is here
Relationships labels: friendship · found family · rivalry · betrayal · loyalty · romance · siblings · authority control · team bond · friend group
Semantic match: ranked by relationships
Distance: 0.0784
The Jerle Shannara crew faces a soul-feeding sorcerer and a final scramble for survival, redemption, and home.
Why this is here
Relationships labels: siblings · romance · mentor-student · betrayal · companionship · family legacy · team loyalty
Semantic match: ranked by relationships
Distance: 0.0790
A medieval history gamer and his friends are thrown into 13th-century France and must survive war, intrigue, and love.
Why this is here
Relationships labels: friendship · found family · romance · sibling bond · protective bond · team loyalty · friend group · adoptive family · cross-class attraction
Semantic match: ranked by relationships
Distance: 0.0793
